Dataset statistics
| Real | Synthetic | |
|---|---|---|
| Number of variables | 42 | 42 |
| Number of observations | 494021 | 494021 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 0 | 0 |
| Duplicate rows (%) | 0.0% | 0.0% |
| Total size in memory | 158.3 MiB | 158.3 MiB |
| Average record size in memory | 336.0 B | 336.0 B |
Variable types
| Real | Synthetic | |
|---|---|---|
| Numeric | 14 | 14 |
| Categorical | 27 | 27 |
| Text | 1 | 1 |
| Real | Synthetic | |
|---|---|---|
is_host_login has constant value "" | is_host_login has constant value "" | Constant |
src_bytes is highly overall correlated with count and 2 other fields | src_bytes is highly overall correlated with dst_host_srv_count | High Correlation |
dst_bytes is highly overall correlated with count and 1 other fields | dst_bytes is highly overall correlated with count and 1 other fields | High Correlation |
hot is highly overall correlated with num_compromised and 1 other fields | hot is highly overall correlated with num_compromised and 1 other fields | High Correlation |
num_compromised is highly overall correlated with hot and 1 other fields | num_compromised is highly overall correlated with hot and 1 other fields | High Correlation |
num_root is highly overall correlated with su_attempted | num_root is highly overall correlated with su_attempted | High Correlation |
num_access_files is highly overall correlated with su_attempted | num_access_files is highly overall correlated with su_attempted | High Correlation |
count is highly overall correlated with src_bytes and 13 other fields | count is highly overall correlated with dst_bytes and 11 other fields | High Correlation |
srv_count is highly overall correlated with src_bytes and 10 other fields | srv_count is highly overall correlated with count and 5 other fields | High Correlation |
dst_host_count is highly overall correlated with dst_bytes and 2 other fields | dst_host_count is highly overall correlated with dst_bytes and 2 other fields | High Correlation |
dst_host_srv_count is highly overall correlated with src_bytes and 10 other fields | dst_host_srv_count is highly overall correlated with src_bytes and 9 other fields | High Correlation |
protocol_type is highly overall correlated with count and 10 other fields | protocol_type is highly overall correlated with count and 10 other fields | High Correlation |
flag is highly overall correlated with serror_rate and 10 other fields | flag is highly overall correlated with protocol_type and 11 other fields | High Correlation |
logged_in is highly overall correlated with count and 3 other fields | logged_in is highly overall correlated with count and 2 other fields | High Correlation |
su_attempted is highly overall correlated with num_compromised and 2 other fields | su_attempted is highly overall correlated with num_compromised and 2 other fields | High Correlation |
is_guest_login is highly overall correlated with hot | is_guest_login is highly overall correlated with hot | High Correlation |
serror_rate is highly overall correlated with count and 10 other fields | serror_rate is highly overall correlated with count and 9 other fields | High Correlation |
srv_serror_rate is highly overall correlated with count and 10 other fields | srv_serror_rate is highly overall correlated with count and 9 other fields | High Correlation |
rerror_rate is highly overall correlated with flag and 3 other fields | rerror_rate is highly overall correlated with flag and 3 other fields | High Correlation |
srv_rerror_rate is highly overall correlated with flag and 3 other fields | srv_rerror_rate is highly overall correlated with flag and 3 other fields | High Correlation |
same_srv_rate is highly overall correlated with count and 10 other fields | same_srv_rate is highly overall correlated with count and 10 other fields | High Correlation |
diff_srv_rate is highly overall correlated with dst_host_diff_srv_rate | diff_srv_rate is highly overall correlated with dst_host_diff_srv_rate | High Correlation |
dst_host_same_srv_rate is highly overall correlated with count and 10 other fields | dst_host_same_srv_rate is highly overall correlated with count and 10 other fields | High Correlation |
dst_host_diff_srv_rate is highly overall correlated with diff_srv_rate and 1 other fields | dst_host_diff_srv_rate is highly overall correlated with diff_srv_rate and 1 other fields | High Correlation |
dst_host_same_src_port_rate is highly overall correlated with count and 11 other fields | dst_host_same_src_port_rate is highly overall correlated with count and 10 other fields | High Correlation |
dst_host_serror_rate is highly overall correlated with count and 10 other fields | dst_host_serror_rate is highly overall correlated with count and 9 other fields | High Correlation |
dst_host_srv_serror_rate is highly overall correlated with count and 10 other fields | dst_host_srv_serror_rate is highly overall correlated with count and 9 other fields | High Correlation |
dst_host_rerror_rate is highly overall correlated with flag and 3 other fields | dst_host_rerror_rate is highly overall correlated with flag and 3 other fields | High Correlation |
dst_host_srv_rerror_rate is highly overall correlated with flag and 3 other fields | dst_host_srv_rerror_rate is highly overall correlated with flag and 3 other fields | High Correlation |
label is highly overall correlated with logged_in and 2 other fields | label is highly overall correlated with logged_in and 1 other fields | High Correlation |
flag is highly imbalanced (71.1%) | flag is highly imbalanced (50.4%) | Imbalance |
land is highly imbalanced (99.9%) | land is highly imbalanced (99.9%) | Imbalance |
wrong_fragment is highly imbalanced (98.3%) | wrong_fragment is highly imbalanced (97.5%) | Imbalance |
urgent is highly imbalanced (> 99.9%) | urgent is highly imbalanced (> 99.9%) | Imbalance |
root_shell is highly imbalanced (99.8%) | root_shell is highly imbalanced (99.9%) | Imbalance |
su_attempted is highly imbalanced (> 99.9%) | su_attempted is highly imbalanced (> 99.9%) | Imbalance |
num_shells is highly imbalanced (99.9%) | num_shells is highly imbalanced (99.8%) | Imbalance |
is_guest_login is highly imbalanced (98.5%) | is_guest_login is highly imbalanced (97.9%) | Imbalance |
rerror_rate is highly imbalanced (69.4%) | rerror_rate is highly imbalanced (55.0%) | Imbalance |
srv_rerror_rate is highly imbalanced (68.5%) | srv_rerror_rate is highly imbalanced (54.2%) | Imbalance |
diff_srv_rate is highly imbalanced (95.6%) | diff_srv_rate is highly imbalanced (95.1%) | Imbalance |
srv_diff_host_rate is highly imbalanced (87.9%) | srv_diff_host_rate is highly imbalanced (82.2%) | Imbalance |
dst_host_diff_srv_rate is highly imbalanced (96.2%) | dst_host_diff_srv_rate is highly imbalanced (96.0%) | Imbalance |
dst_host_srv_diff_host_rate is highly imbalanced (99.1%) | dst_host_srv_diff_host_rate is highly imbalanced (98.8%) | Imbalance |
dst_host_rerror_rate is highly imbalanced (70.2%) | dst_host_rerror_rate is highly imbalanced (55.9%) | Imbalance |
dst_host_srv_rerror_rate is highly imbalanced (70.5%) | dst_host_srv_rerror_rate is highly imbalanced (56.5%) | Imbalance |
label is highly imbalanced (65.3%) | label is highly imbalanced (60.3%) | Imbalance |
duration is highly skewed (γ1 = 25.86485736) | Alert not present in this dataset | Skewed |
src_bytes is highly skewed (γ1 = 699.2131508) | src_bytes is highly skewed (γ1 = 240.2597569) | Skewed |
dst_bytes is highly skewed (γ1 = 136.7592782) | dst_bytes is highly skewed (γ1 = 94.51300204) | Skewed |
hot is highly skewed (γ1 = 32.62914514) | hot is highly skewed (γ1 = 27.07183851) | Skewed |
num_failed_logins is highly skewed (γ1 = 160.8026164) | num_failed_logins is highly skewed (γ1 = 78.09030246) | Skewed |
num_compromised is highly skewed (γ1 = 417.5302281) | num_compromised is highly skewed (γ1 = 209.4544452) | Skewed |
num_root is highly skewed (γ1 = 417.0658359) | num_root is highly skewed (γ1 = 260.6141868) | Skewed |
num_file_creations is highly skewed (γ1 = 192.3347657) | num_file_creations is highly skewed (γ1 = 180.1583285) | Skewed |
num_access_files is highly skewed (γ1 = 61.20145172) | num_access_files is highly skewed (γ1 = 50.78371256) | Skewed |
Unnamed: 0 is uniformly distributed | Unnamed: 0 is uniformly distributed | Uniform |
Unnamed: 0 has unique values | Unnamed: 0 has unique values | Unique |
duration has 481671 (97.5%) zeros | duration has 454559 (92.0%) zeros | Zeros |
src_bytes has 115342 (23.3%) zeros | src_bytes has 193325 (39.1%) zeros | Zeros |
dst_bytes has 408258 (82.6%) zeros | dst_bytes has 372649 (75.4%) zeros | Zeros |
hot has 490829 (99.4%) zeros | hot has 489530 (99.1%) zeros | Zeros |
num_failed_logins has 493958 (> 99.9%) zeros | num_failed_logins has 493926 (> 99.9%) zeros | Zeros |
num_compromised has 491797 (99.5%) zeros | num_compromised has 491868 (99.6%) zeros | Zeros |
num_root has 493436 (99.9%) zeros | num_root has 492697 (99.7%) zeros | Zeros |
num_file_creations has 493756 (99.9%) zeros | num_file_creations has 493808 (> 99.9%) zeros | Zeros |
num_access_files has 493567 (99.9%) zeros | num_access_files has 493323 (99.9%) zeros | Zeros |
| Alert not present in this dataset | count has 9930 (2.0%) zeros | Zeros |
| Alert not present in this dataset | srv_count has 11957 (2.4%) zeros | Zeros |
Reproduction
| Real | Synthetic | |
|---|---|---|
| Analysis started | 2023-12-25 15:59:00.326258 | 2023-12-25 16:01:19.873693 |
| Analysis finished | 2023-12-25 16:01:19.857582 | 2023-12-25 16:03:32.388279 |
| Duration | 2 minutes and 19.53 seconds | 2 minutes and 12.51 seconds |
| Software version | ydata-profiling vv4.5.1 | ydata-profiling vv4.5.1 |
| Download configuration | config.json | config.json |
Unnamed: 0
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 494021 | 494021 |
| Distinct (%) | 100.0% | 100.0% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 247010 | 247010 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 494020 | 494020 |
| Zeros | 1 | 1 |
| Zeros (%) | < 0.1% | < 0.1% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 24701 | 24701 |
| Q1 | 123505 | 123505 |
| median | 247010 | 247010 |
| Q3 | 370515 | 370515 |
| 95-th percentile | 469319 | 469319 |
| Maximum | 494020 | 494020 |
| Range | 494020 | 494020 |
| Interquartile range (IQR) | 247010 | 247010 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 142611.72 | 142611.72 |
| Coefficient of variation (CV) | 0.57735202 | 0.57735202 |
| Kurtosis | -1.2 | -1.2 |
| Mean | 247010 | 247010 |
| Median Absolute Deviation (MAD) | 123505 | 123505 |
| Skewness | -3.430305 × 10-16 | -3.430305 × 10-16 |
| Sum | 1.2202813 × 1011 | 1.2202813 × 1011 |
| Variance | 2.0338104 × 1010 | 2.0338104 × 1010 |
| Monotonicity | Strictly increasing | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 329388 | 1 | < 0.1% |
| 329356 | 1 | < 0.1% |
| 329355 | 1 | < 0.1% |
| 329354 | 1 | < 0.1% |
| 329353 | 1 | < 0.1% |
| 329352 | 1 | < 0.1% |
| 329351 | 1 | < 0.1% |
| 329350 | 1 | < 0.1% |
| 329349 | 1 | < 0.1% |
| Other values (494011) | 494011 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 329388 | 1 | < 0.1% |
| 329356 | 1 | < 0.1% |
| 329355 | 1 | < 0.1% |
| 329354 | 1 | < 0.1% |
| 329353 | 1 | < 0.1% |
| 329352 | 1 | < 0.1% |
| 329351 | 1 | < 0.1% |
| 329350 | 1 | < 0.1% |
| 329349 | 1 | < 0.1% |
| Other values (494011) | 494011 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
duration
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 2495 | 5653 |
| Distinct (%) | 0.5% | 1.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 47.979302 | 79.347479 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 58329 | 48570 |
| Zeros | 481671 | 454559 |
| Zeros (%) | 97.5% | 92.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 0 | 0 |
| 95-th percentile | 0 | 4 |
| Maximum | 58329 | 48570 |
| Range | 58329 | 48570 |
| Interquartile range (IQR) | 0 | 0 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 707.74647 | 872.83749 |
| Coefficient of variation (CV) | 14.751079 | 11.000192 |
| Kurtosis | 942.53024 | 489.53616 |
| Mean | 47.979302 | 79.347479 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 25.864857 | 18.42465 |
| Sum | 23702783 | 39199321 |
| Variance | 500905.07 | 761845.28 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 481671 | |
| 1 | 2476 | 0.5% |
| 2 | 870 | 0.2% |
| 3 | 625 | 0.1% |
| 5 | 554 | 0.1% |
| 2630 | 496 | 0.1% |
| 4 | 413 | 0.1% |
| 14 | 322 | 0.1% |
| 10 | 194 | < 0.1% |
| 7 | 169 | < 0.1% |
| Other values (2485) | 6231 | 1.3% |
| Value | Count | Frequency (%) |
| 0 | 454559 | |
| 1 | 6331 | 1.3% |
| 2 | 3755 | 0.8% |
| 3 | 2732 | 0.6% |
| 4 | 2221 | 0.4% |
| 5 | 1844 | 0.4% |
| 6 | 1483 | 0.3% |
| 7 | 1196 | 0.2% |
| 8 | 1082 | 0.2% |
| 9 | 920 | 0.2% |
| Other values (5643) | 17898 | 3.6% |
| Value | Count | Frequency (%) |
| 0 | 481671 | |
| 1 | 2476 | 0.5% |
| 2 | 870 | 0.2% |
| 3 | 625 | 0.1% |
| 4 | 413 | 0.1% |
| 5 | 554 | 0.1% |
| 6 | 157 | < 0.1% |
| 7 | 169 | < 0.1% |
| 8 | 103 | < 0.1% |
| 9 | 121 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 454559 | |
| 1 | 6331 | 1.3% |
| 2 | 3755 | 0.8% |
| 3 | 2732 | 0.6% |
| 4 | 2221 | 0.4% |
| 5 | 1844 | 0.4% |
| 6 | 1483 | 0.3% |
| 7 | 1196 | 0.2% |
| 8 | 1082 | 0.2% |
| 9 | 920 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 454559 | |
| 1 | 6331 | 1.3% |
| 2 | 3755 | 0.8% |
| 3 | 2732 | 0.6% |
| 4 | 2221 | 0.4% |
| 5 | 1844 | 0.4% |
| 6 | 1483 | 0.3% |
| 7 | 1196 | 0.2% |
| 8 | 1082 | 0.2% |
| 9 | 920 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 481671 | |
| 1 | 2476 | 0.5% |
| 2 | 870 | 0.2% |
| 3 | 625 | 0.1% |
| 4 | 413 | 0.1% |
| 5 | 554 | 0.1% |
| 6 | 157 | < 0.1% |
| 7 | 169 | < 0.1% |
| 8 | 103 | < 0.1% |
| 9 | 121 | < 0.1% |
protocol_type
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| icmp | |
|---|---|
| tcp | |
| udp | 20354 |
| tcp | |
|---|---|
| icmp | |
| udp | 26181 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 4 | 4 |
| Median length | 4 | 3 |
| Mean length | 3.5740687 | 3.3577176 |
| Min length | 3 | 3 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 1765665 | 1658783 |
| Distinct characters | 7 | 7 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | tcp | tcp |
| 2nd row | tcp | udp |
| 3rd row | icmp | icmp |
| 4th row | icmp | icmp |
| 5th row | tcp | icmp |
Common Values
| Value | Count | Frequency (%) |
| icmp | 283602 | |
| tcp | 190065 | |
| udp | 20354 | 4.1% |
| Value | Count | Frequency (%) |
| tcp | 291120 | |
| icmp | 176720 | |
| udp | 26181 | 5.3% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| icmp | 283602 | |
| tcp | 190065 | |
| udp | 20354 | 4.1% |
| Value | Count | Frequency (%) |
| tcp | 291120 | |
| icmp | 176720 | |
| udp | 26181 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 473667 | |
| i | 283602 | |
| m | 283602 | |
| t | 190065 | 10.8% |
| u | 20354 | 1.2% |
| d | 20354 | 1.2% |
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 467840 | |
| t | 291120 | |
| i | 176720 | 10.7% |
| m | 176720 | 10.7% |
| u | 26181 | 1.6% |
| d | 26181 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1765665 |
| Value | Count | Frequency (%) |
| Lowercase Letter | 1658783 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 473667 | |
| i | 283602 | |
| m | 283602 | |
| t | 190065 | 10.8% |
| u | 20354 | 1.2% |
| d | 20354 | 1.2% |
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 467840 | |
| t | 291120 | |
| i | 176720 | 10.7% |
| m | 176720 | 10.7% |
| u | 26181 | 1.6% |
| d | 26181 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1765665 |
| Value | Count | Frequency (%) |
| Latin | 1658783 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 473667 | |
| i | 283602 | |
| m | 283602 | |
| t | 190065 | 10.8% |
| u | 20354 | 1.2% |
| d | 20354 | 1.2% |
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 467840 | |
| t | 291120 | |
| i | 176720 | 10.7% |
| m | 176720 | 10.7% |
| u | 26181 | 1.6% |
| d | 26181 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1765665 |
| Value | Count | Frequency (%) |
| ASCII | 1658783 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 473667 | |
| i | 283602 | |
| m | 283602 | |
| t | 190065 | 10.8% |
| u | 20354 | 1.2% |
| d | 20354 | 1.2% |
| Value | Count | Frequency (%) |
| p | 494021 | |
| c | 467840 | |
| t | 291120 | |
| i | 176720 | 10.7% |
| m | 176720 | 10.7% |
| u | 26181 | 1.6% |
| d | 26181 | 1.6% |
service
['Text', 'Text']
| Real | Synthetic | |
|---|---|---|
| Distinct | 66 | 65 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 11 | 11 |
| Median length | 5 | 10 |
| Mean length | 5.3699721 | 5.4601869 |
| Min length | 3 | 3 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 2652879 | 2697447 |
| Distinct characters | 38 | 38 |
| Distinct categories | 4 | 4 ? |
| Distinct scripts | 2 | 2 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 3 | 0 ? |
| Unique (%) | < 0.1% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | smtp | name |
| 2nd row | http | private |
| 3rd row | ecr_i | ecr_i |
| 4th row | ecr_i | ecr_i |
| 5th row | private | ecr_i |
| Value | Count | Frequency (%) |
| ecr_i | 281400 | |
| private | 110893 | 22.4% |
| http | 64293 | 13.0% |
| smtp | 9723 | 2.0% |
| other | 7237 | 1.5% |
| domain_u | 5863 | 1.2% |
| ftp_data | 4721 | 1.0% |
| eco_i | 1642 | 0.3% |
| ftp | 798 | 0.2% |
| finger | 670 | 0.1% |
| Other values (56) | 6781 | 1.4% |
| Value | Count | Frequency (%) |
| ecr_i | 164230 | |
| http | 63574 | 12.9% |
| private | 37740 | 7.6% |
| printer | 27701 | 5.6% |
| pop_3 | 18844 | 3.8% |
| smtp | 17871 | 3.6% |
| remote_job | 16268 | 3.3% |
| pop_2 | 14801 | 3.0% |
| other | 14630 | 3.0% |
| pm_dump | 12019 | 2.4% |
| Other values (55) | 106343 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 405384 | |
| i | 402706 | |
| r | 401758 | |
| _ | 295947 | |
| c | 284019 | |
| t | 270911 | |
| p | 193674 | |
| a | 127712 | 4.8% |
| v | 110999 | 4.2% |
| h | 72835 | 2.7% |
| Other values (28) | 86934 | 3.3% |
| Value | Count | Frequency (%) |
| e | 334983 | |
| r | 305811 | |
| t | 303925 | |
| p | 276712 | |
| _ | 271917 | |
| i | 260322 | |
| c | 179657 | 6.7% |
| o | 114136 | 4.2% |
| h | 99604 | 3.7% |
| n | 93170 | 3.5% |
| Other values (28) | 457210 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2355593 | |
| Connector Punctuation | 295947 | 11.2% |
| Decimal Number | 1107 | < 0.1% |
| Uppercase Letter | 232 | < 0.1% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 2385682 | |
| Connector Punctuation | 271917 | 10.1% |
| Decimal Number | 39387 | 1.5% |
| Uppercase Letter | 461 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 405384 | |
| i | 402706 | |
| r | 401758 | |
| c | 284019 | |
| t | 270911 | |
| p | 193674 | |
| a | 127712 | 5.4% |
| v | 110999 | 4.7% |
| h | 72835 | 3.1% |
| m | 16722 | 0.7% |
| Other values (15) | 68873 | 2.9% |
| Value | Count | Frequency (%) |
| e | 334983 | |
| r | 305811 | |
| t | 303925 | |
| p | 276712 | |
| i | 260322 | |
| c | 179657 | |
| o | 114136 | 4.8% |
| h | 99604 | 4.2% |
| n | 93170 | 3.9% |
| m | 75374 | 3.2% |
| Other values (15) | 341988 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 295947 |
| Value | Count | Frequency (%) |
| _ | 271917 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 393 | |
| 4 | 315 | |
| 2 | 101 | 9.1% |
| 5 | 92 | 8.3% |
| 0 | 92 | 8.3% |
| 9 | 92 | 8.3% |
| 1 | 22 | 2.0% |
| Value | Count | Frequency (%) |
| 3 | 20377 | |
| 2 | 14801 | |
| 4 | 3753 | 9.5% |
| 9 | 116 | 0.3% |
| 5 | 116 | 0.3% |
| 0 | 116 | 0.3% |
| 1 | 108 | 0.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Z | 92 | |
| I | 43 | |
| R | 43 | |
| C | 43 | |
| X | 11 | 4.7% |
| Value | Count | Frequency (%) |
| Z | 116 | |
| I | 97 | |
| R | 97 | |
| C | 97 | |
| X | 54 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2355825 | |
| Common | 297054 | 11.2% |
| Value | Count | Frequency (%) |
| Latin | 2386143 | |
| Common | 311304 | 11.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 405384 | |
| i | 402706 | |
| r | 401758 | |
| c | 284019 | |
| t | 270911 | |
| p | 193674 | |
| a | 127712 | 5.4% |
| v | 110999 | 4.7% |
| h | 72835 | 3.1% |
| m | 16722 | 0.7% |
| Other values (20) | 69105 | 2.9% |
| Value | Count | Frequency (%) |
| e | 334983 | |
| r | 305811 | |
| t | 303925 | |
| p | 276712 | |
| i | 260322 | |
| c | 179657 | |
| o | 114136 | 4.8% |
| h | 99604 | 4.2% |
| n | 93170 | 3.9% |
| m | 75374 | 3.2% |
| Other values (20) | 342449 |
Common
| Value | Count | Frequency (%) |
| _ | 295947 | |
| 3 | 393 | 0.1% |
| 4 | 315 | 0.1% |
| 2 | 101 | < 0.1% |
| 5 | 92 | < 0.1% |
| 0 | 92 | < 0.1% |
| 9 | 92 | < 0.1% |
| 1 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| _ | 271917 | |
| 3 | 20377 | 6.5% |
| 2 | 14801 | 4.8% |
| 4 | 3753 | 1.2% |
| 9 | 116 | < 0.1% |
| 5 | 116 | < 0.1% |
| 0 | 116 | < 0.1% |
| 1 | 108 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2652879 |
| Value | Count | Frequency (%) |
| ASCII | 2697447 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 405384 | |
| i | 402706 | |
| r | 401758 | |
| _ | 295947 | |
| c | 284019 | |
| t | 270911 | |
| p | 193674 | |
| a | 127712 | 4.8% |
| v | 110999 | 4.2% |
| h | 72835 | 2.7% |
| Other values (28) | 86934 | 3.3% |
| Value | Count | Frequency (%) |
| e | 334983 | |
| r | 305811 | |
| t | 303925 | |
| p | 276712 | |
| _ | 271917 | |
| i | 260322 | |
| c | 179657 | 6.7% |
| o | 114136 | 4.2% |
| h | 99604 | 3.7% |
| n | 93170 | 3.5% |
| Other values (28) | 457210 |
flag
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 11 | 11 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| SF | |
|---|---|
| S0 | |
| REJ | 26875 |
| RSTR | 903 |
| RSTO | 579 |
| Other values (6) | 217 |
| SF | |
|---|---|
| S0 | |
| REJ | |
| S3 | 19987 |
| OTH | 12183 |
| Other values (6) | 9760 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 6 | 6 |
| Median length | 2 | 2 |
| Mean length | 2.0605055 | 2.1310106 |
| Min length | 2 | 2 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 1017933 | 1052764 |
| Distinct characters | 12 | 12 |
| Distinct categories | 2 | 2 ? |
| Distinct scripts | 2 | 2 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | SF | S0 |
| 2nd row | SF | SF |
| 3rd row | SF | SF |
| 4th row | SF | SF |
| 5th row | S0 | SF |
Common Values
| Value | Count | Frequency (%) |
| SF | 378440 | |
| S0 | 87007 | 17.6% |
| REJ | 26875 | 5.4% |
| RSTR | 903 | 0.2% |
| RSTO | 579 | 0.1% |
| SH | 107 | < 0.1% |
| S1 | 57 | < 0.1% |
| S2 | 24 | < 0.1% |
| RSTOS0 | 11 | < 0.1% |
| S3 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| SF | 276282 | |
| S0 | 142130 | |
| REJ | 33679 | 6.8% |
| S3 | 19987 | 4.0% |
| OTH | 12183 | 2.5% |
| RSTR | 6161 | 1.2% |
| RSTO | 1145 | 0.2% |
| RSTOS0 | 1062 | 0.2% |
| S2 | 567 | 0.1% |
| S1 | 475 | 0.1% |
Length
Common Values (Plot)
Real
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)Synthetic
Number of variable categories passes threshold (
config.plot.cat_freq.max_unique)| Value | Count | Frequency (%) |
| sf | 378440 | |
| s0 | 87007 | 17.6% |
| rej | 26875 | 5.4% |
| rstr | 903 | 0.2% |
| rsto | 579 | 0.1% |
| sh | 107 | < 0.1% |
| s1 | 57 | < 0.1% |
| s2 | 24 | < 0.1% |
| rstos0 | 11 | < 0.1% |
| s3 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| sf | 276282 | |
| s0 | 142130 | |
| rej | 33679 | 6.8% |
| s3 | 19987 | 4.0% |
| oth | 12183 | 2.5% |
| rstr | 6161 | 1.2% |
| rsto | 1145 | 0.2% |
| rstos0 | 1062 | 0.2% |
| s2 | 567 | 0.1% |
| s1 | 475 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 467149 | |
| F | 378440 | |
| 0 | 87018 | 8.5% |
| R | 29271 | 2.9% |
| E | 26875 | 2.6% |
| J | 26875 | 2.6% |
| T | 1501 | 0.1% |
| O | 598 | 0.1% |
| H | 115 | < 0.1% |
| 1 | 57 | < 0.1% |
| Other values (2) | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| S | 449221 | |
| F | 276282 | |
| 0 | 143192 | 13.6% |
| R | 48208 | 4.6% |
| E | 33679 | 3.2% |
| J | 33679 | 3.2% |
| T | 20551 | 2.0% |
| 3 | 19987 | 1.9% |
| O | 14390 | 1.4% |
| H | 12533 | 1.2% |
| Other values (2) | 1042 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 930824 | |
| Decimal Number | 87109 | 8.6% |
| Value | Count | Frequency (%) |
| Uppercase Letter | 888543 | |
| Decimal Number | 164221 | 15.6% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 467149 | |
| F | 378440 | |
| R | 29271 | 3.1% |
| E | 26875 | 2.9% |
| J | 26875 | 2.9% |
| T | 1501 | 0.2% |
| O | 598 | 0.1% |
| H | 115 | < 0.1% |
| Value | Count | Frequency (%) |
| S | 449221 | |
| F | 276282 | |
| R | 48208 | 5.4% |
| E | 33679 | 3.8% |
| J | 33679 | 3.8% |
| T | 20551 | 2.3% |
| O | 14390 | 1.6% |
| H | 12533 | 1.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 87018 | |
| 1 | 57 | 0.1% |
| 2 | 24 | < 0.1% |
| 3 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 143192 | |
| 3 | 19987 | 12.2% |
| 2 | 567 | 0.3% |
| 1 | 475 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 930824 | |
| Common | 87109 | 8.6% |
| Value | Count | Frequency (%) |
| Latin | 888543 | |
| Common | 164221 | 15.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 467149 | |
| F | 378440 | |
| R | 29271 | 3.1% |
| E | 26875 | 2.9% |
| J | 26875 | 2.9% |
| T | 1501 | 0.2% |
| O | 598 | 0.1% |
| H | 115 | < 0.1% |
| Value | Count | Frequency (%) |
| S | 449221 | |
| F | 276282 | |
| R | 48208 | 5.4% |
| E | 33679 | 3.8% |
| J | 33679 | 3.8% |
| T | 20551 | 2.3% |
| O | 14390 | 1.6% |
| H | 12533 | 1.4% |
Common
| Value | Count | Frequency (%) |
| 0 | 87018 | |
| 1 | 57 | 0.1% |
| 2 | 24 | < 0.1% |
| 3 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 143192 | |
| 3 | 19987 | 12.2% |
| 2 | 567 | 0.3% |
| 1 | 475 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1017933 |
| Value | Count | Frequency (%) |
| ASCII | 1052764 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 467149 | |
| F | 378440 | |
| 0 | 87018 | 8.5% |
| R | 29271 | 2.9% |
| E | 26875 | 2.6% |
| J | 26875 | 2.6% |
| T | 1501 | 0.1% |
| O | 598 | 0.1% |
| H | 115 | < 0.1% |
| 1 | 57 | < 0.1% |
| Other values (2) | 34 | < 0.1% |
| Value | Count | Frequency (%) |
| S | 449221 | |
| F | 276282 | |
| 0 | 143192 | 13.6% |
| R | 48208 | 4.6% |
| E | 33679 | 3.2% |
| J | 33679 | 3.2% |
| T | 20551 | 2.0% |
| 3 | 19987 | 1.9% |
| O | 14390 | 1.4% |
| H | 12533 | 1.2% |
| Other values (2) | 1042 | 0.1% |
src_bytes
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 3300 | 13720 |
| Distinct (%) | 0.7% | 2.8% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 3025.6102 | 10867.997 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 6.9337562 × 108 | 4.6003755 × 108 |
| Zeros | 115342 | 193325 |
| Zeros (%) | 23.3% | 39.1% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 45 | 0 |
| median | 520 | 237 |
| Q3 | 1032 | 900 |
| 95-th percentile | 1032 | 1443 |
| Maximum | 6.9337562 × 108 | 4.6003755 × 108 |
| Range | 6.9337562 × 108 | 4.6003755 × 108 |
| Interquartile range (IQR) | 987 | 900 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 988218.07 | 1220218.9 |
| Coefficient of variation (CV) | 326.61777 | 112.27634 |
| Kurtosis | 490584.35 | 69956.882 |
| Mean | 3025.6102 | 10867.997 |
| Median Absolute Deviation (MAD) | 512 | 237 |
| Skewness | 699.21315 | 240.25976 |
| Sum | 1.494715 × 109 | 5.3690187 × 109 |
| Variance | 9.7657495 × 1011 | 1.4889341 × 1012 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 1032 | 228035 | |
| 0 | 115342 | |
| 520 | 52774 | 10.7% |
| 105 | 7370 | 1.5% |
| 147 | 2725 | 0.6% |
| 54540 | 2143 | 0.4% |
| 146 | 2033 | 0.4% |
| 42 | 1069 | 0.2% |
| 8 | 1045 | 0.2% |
| 28 | 984 | 0.2% |
| Other values (3290) | 80501 | 16.3% |
| Value | Count | Frequency (%) |
| 0 | 193325 | |
| 520 | 5998 | 1.2% |
| 105 | 4583 | 0.9% |
| 146 | 1785 | 0.4% |
| 54540 | 1482 | 0.3% |
| 147 | 1276 | 0.3% |
| 28 | 1192 | 0.2% |
| 145 | 1190 | 0.2% |
| 8 | 1069 | 0.2% |
| 44 | 931 | 0.2% |
| Other values (13710) | 281190 |
| Value | Count | Frequency (%) |
| 0 | 115342 | |
| 1 | 257 | 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 67 | < 0.1% |
| 7 | 104 | < 0.1% |
| 8 | 1045 | 0.2% |
| 9 | 155 | < 0.1% |
| 10 | 174 | < 0.1% |
| 11 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 193325 | |
| 1 | 879 | 0.2% |
| 2 | 354 | 0.1% |
| 3 | 231 | < 0.1% |
| 4 | 228 | < 0.1% |
| 5 | 172 | < 0.1% |
| 6 | 258 | 0.1% |
| 7 | 343 | 0.1% |
| 8 | 1069 | 0.2% |
| 9 | 267 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 193325 | |
| 1 | 879 | 0.2% |
| 2 | 354 | 0.1% |
| 3 | 231 | < 0.1% |
| 4 | 228 | < 0.1% |
| 5 | 172 | < 0.1% |
| 6 | 258 | 0.1% |
| 7 | 343 | 0.1% |
| 8 | 1069 | 0.2% |
| 9 | 267 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 115342 | |
| 1 | 257 | 0.1% |
| 4 | 4 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 67 | < 0.1% |
| 7 | 104 | < 0.1% |
| 8 | 1045 | 0.2% |
| 9 | 155 | < 0.1% |
| 10 | 174 | < 0.1% |
| 11 | 19 | < 0.1% |
dst_bytes
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 10725 | 21194 |
| Distinct (%) | 2.2% | 4.3% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 868.53242 | 1785.0474 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 5155468 | 5153589 |
| Zeros | 408258 | 372649 |
| Zeros (%) | 82.6% | 75.4% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 0 | 0 |
| 95-th percentile | 2417 | 7034 |
| Maximum | 5155468 | 5153589 |
| Range | 5155468 | 5153589 |
| Interquartile range (IQR) | 0 | 0 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 33040.001 | 36301.847 |
| Coefficient of variation (CV) | 38.041183 | 20.336629 |
| Kurtosis | 20338.143 | 11197.148 |
| Mean | 868.53242 | 1785.0474 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 136.75928 | 94.513002 |
| Sum | 4.2907326 × 108 | 8.8185088 × 108 |
| Variance | 1.0916417 × 109 | 1.3178241 × 109 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 408258 | |
| 105 | 4451 | 0.9% |
| 147 | 2501 | 0.5% |
| 146 | 2289 | 0.5% |
| 8314 | 2133 | 0.4% |
| 145 | 985 | 0.2% |
| 42 | 921 | 0.2% |
| 330 | 854 | 0.2% |
| 329 | 804 | 0.2% |
| 331 | 793 | 0.2% |
| Other values (10715) | 70032 | 14.2% |
| Value | Count | Frequency (%) |
| 0 | 372649 | |
| 105 | 2729 | 0.6% |
| 1 | 2099 | 0.4% |
| 8314 | 1556 | 0.3% |
| 2 | 1283 | 0.3% |
| 3 | 857 | 0.2% |
| 146 | 839 | 0.2% |
| 147 | 808 | 0.2% |
| 4 | 752 | 0.2% |
| 145 | 668 | 0.1% |
| Other values (21184) | 109781 | 22.2% |
| Value | Count | Frequency (%) |
| 0 | 408258 | |
| 1 | 5 | < 0.1% |
| 4 | 107 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 5 | < 0.1% |
| 17 | 29 | < 0.1% |
| 18 | 3 | < 0.1% |
| 20 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 372649 | |
| 1 | 2099 | 0.4% |
| 2 | 1283 | 0.3% |
| 3 | 857 | 0.2% |
| 4 | 752 | 0.2% |
| 5 | 475 | 0.1% |
| 6 | 373 | 0.1% |
| 7 | 272 | 0.1% |
| 8 | 209 | < 0.1% |
| 9 | 199 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 372649 | |
| 1 | 2099 | 0.4% |
| 2 | 1283 | 0.3% |
| 3 | 857 | 0.2% |
| 4 | 752 | 0.2% |
| 5 | 475 | 0.1% |
| 6 | 373 | 0.1% |
| 7 | 272 | 0.1% |
| 8 | 209 | < 0.1% |
| 9 | 199 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 408258 | |
| 1 | 5 | < 0.1% |
| 4 | 107 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 5 | < 0.1% |
| 17 | 29 | < 0.1% |
| 18 | 3 | < 0.1% |
| 20 | 2 | < 0.1% |
land
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 22 |
| 0 | |
|---|---|
| 1 | 25 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493996 | |
| 1 | 25 | < 0.1% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493996 | |
| 1 | 25 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493996 | |
| 1 | 25 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493996 | |
| 1 | 25 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493996 | |
| 1 | 25 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 493999 | |
| 1 | 22 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493996 | |
| 1 | 25 | < 0.1% |
wrong_fragment
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 3 | 970 |
| 1 | 268 |
| 0 | |
|---|---|
| 3 | 1454 |
| 1 | 464 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 3 | 3 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 492103 | |
| 3 | 1454 | 0.3% |
| 1 | 464 | 0.1% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 492103 | |
| 3 | 1454 | 0.3% |
| 1 | 464 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 492103 | |
| 3 | 1454 | 0.3% |
| 1 | 464 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 492103 | |
| 3 | 1454 | 0.3% |
| 1 | 464 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 492103 | |
| 3 | 1454 | 0.3% |
| 1 | 464 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 492783 | |
| 3 | 970 | 0.2% |
| 1 | 268 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 492103 | |
| 3 | 1454 | 0.3% |
| 1 | 464 | 0.1% |
urgent
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 4 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 2 |
| 2 | 1 |
| 3 | 1 |
| 0 | |
|---|---|
| 3 | 2 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 4 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 2 | 0 ? |
| Unique (%) | < 0.1% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494019 | |
| 3 | 2 | < 0.1% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494019 | |
| 3 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494019 | |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494019 | |
| 3 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494019 | |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 494017 | |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494019 | |
| 3 | 2 | < 0.1% |
hot
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 22 | 31 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.034518776 | 0.0466215 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 30 | 30 |
| Zeros | 490829 | 489530 |
| Zeros (%) | 99.4% | 99.1% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 0 | 0 |
| 95-th percentile | 0 | 0 |
| Maximum | 30 | 30 |
| Range | 30 | 30 |
| Interquartile range (IQR) | 0 | 0 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 0.78210258 | 0.87520604 |
| Coefficient of variation (CV) | 22.65731 | 18.772584 |
| Kurtosis | 1127.0172 | 795.12178 |
| Mean | 0.034518776 | 0.0466215 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 32.629145 | 27.071839 |
| Sum | 17053 | 23032 |
| Variance | 0.61168445 | 0.76598562 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 490829 | |
| 2 | 2192 | 0.4% |
| 28 | 274 | 0.1% |
| 1 | 256 | 0.1% |
| 4 | 112 | < 0.1% |
| 6 | 104 | < 0.1% |
| 5 | 51 | < 0.1% |
| 3 | 38 | < 0.1% |
| 14 | 37 | < 0.1% |
| 30 | 28 | < 0.1% |
| Other values (12) | 100 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 489530 | |
| 2 | 2081 | 0.4% |
| 1 | 1193 | 0.2% |
| 28 | 192 | < 0.1% |
| 4 | 119 | < 0.1% |
| 3 | 114 | < 0.1% |
| 5 | 97 | < 0.1% |
| 6 | 76 | < 0.1% |
| 7 | 44 | < 0.1% |
| 9 | 40 | < 0.1% |
| Other values (21) | 535 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 490829 | |
| 1 | 256 | 0.1% |
| 2 | 2192 | 0.4% |
| 3 | 38 | < 0.1% |
| 4 | 112 | < 0.1% |
| 5 | 51 | < 0.1% |
| 6 | 104 | < 0.1% |
| 7 | 5 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 489530 | |
| 1 | 1193 | 0.2% |
| 2 | 2081 | 0.4% |
| 3 | 114 | < 0.1% |
| 4 | 119 | < 0.1% |
| 5 | 97 | < 0.1% |
| 6 | 76 | < 0.1% |
| 7 | 44 | < 0.1% |
| 8 | 37 | < 0.1% |
| 9 | 40 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 489530 | |
| 1 | 1193 | 0.2% |
| 2 | 2081 | 0.4% |
| 3 | 114 | < 0.1% |
| 4 | 119 | < 0.1% |
| 5 | 97 | < 0.1% |
| 6 | 76 | < 0.1% |
| 7 | 44 | < 0.1% |
| 8 | 37 | < 0.1% |
| 9 | 40 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 490829 | |
| 1 | 256 | 0.1% |
| 2 | 2192 | 0.4% |
| 3 | 38 | < 0.1% |
| 4 | 112 | < 0.1% |
| 5 | 51 | < 0.1% |
| 6 | 104 | < 0.1% |
| 7 | 5 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
num_failed_logins
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 6 | 3 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.00015181541 | 0.00020039634 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 5 | 2 |
| Zeros | 493958 | 493926 |
| Zeros (%) | > 99.9% | > 99.9% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 0 | 0 |
| 95-th percentile | 0 | 0 |
| Maximum | 5 | 2 |
| Range | 5 | 2 |
| Interquartile range (IQR) | 0 | 0 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 0.015519597 | 0.014715647 |
| Coefficient of variation (CV) | 102.22676 | 73.432713 |
| Kurtosis | 37221.597 | 6683.4983 |
| Mean | 0.00015181541 | 0.00020039634 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 160.80262 | 78.090302 |
| Sum | 75 | 99 |
| Variance | 0.00024085789 | 0.00021655026 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 493958 | |
| 1 | 57 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493926 | |
| 1 | 91 | < 0.1% |
| 2 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493958 | |
| 1 | 57 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493926 | |
| 1 | 91 | < 0.1% |
| 2 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493926 | |
| 1 | 91 | < 0.1% |
| 2 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493958 | |
| 1 | 57 | < 0.1% |
| 2 | 3 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
logged_in
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 |
| 0 | |
|---|---|
| 1 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 1 | 0 |
| 2nd row | 1 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 401652 | |
| 1 | 92369 | 18.7% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 401652 | |
| 1 | 92369 | 18.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 401652 | |
| 1 | 92369 | 18.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 401652 | |
| 1 | 92369 | 18.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 401652 | |
| 1 | 92369 | 18.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 420784 | |
| 1 | 73237 | 14.8% |
| Value | Count | Frequency (%) |
| 0 | 401652 | |
| 1 | 92369 | 18.7% |
num_compromised
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 23 | 45 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.010212116 | 0.01830489 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 884 | 695 |
| Zeros | 491797 | 491868 |
| Zeros (%) | 99.5% | 99.6% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 0 | 0 |
| 95-th percentile | 0 | 0 |
| Maximum | 884 | 695 |
| Range | 884 | 695 |
| Interquartile range (IQR) | 0 | 0 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 1.7983263 | 2.3373002 |
| Coefficient of variation (CV) | 176.09731 | 127.6872 |
| Kurtosis | 188121.35 | 47777.75 |
| Mean | 0.010212116 | 0.01830489 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 417.53023 | 209.45445 |
| Sum | 5045 | 9043 |
| Variance | 3.2339773 | 5.4629721 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 491797 | |
| 1 | 2151 | 0.4% |
| 2 | 24 | < 0.1% |
| 4 | 16 | < 0.1% |
| 3 | 11 | < 0.1% |
| 6 | 3 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 2 | < 0.1% |
| 767 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Other values (13) | 13 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 491868 | |
| 1 | 2054 | 0.4% |
| 2 | 29 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 4 | < 0.1% |
| 9 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 3 | < 0.1% |
| 10 | 2 | < 0.1% |
| Other values (35) | 36 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 491797 | |
| 1 | 2151 | 0.4% |
| 2 | 24 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 16 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 491868 | |
| 1 | 2054 | 0.4% |
| 2 | 29 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 491868 | |
| 1 | 2054 | 0.4% |
| 2 | 29 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 4 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 3 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 491797 | |
| 1 | 2151 | 0.4% |
| 2 | 24 | < 0.1% |
| 3 | 11 | < 0.1% |
| 4 | 16 | < 0.1% |
| 5 | 2 | < 0.1% |
| 6 | 3 | < 0.1% |
| 7 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
root_shell
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 55 |
| 0 | |
|---|---|
| 1 | 39 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493982 | |
| 1 | 39 | < 0.1% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493982 | |
| 1 | 39 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493982 | |
| 1 | 39 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493982 | |
| 1 | 39 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493982 | |
| 1 | 39 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 493966 | |
| 1 | 55 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493982 | |
| 1 | 39 | < 0.1% |
su_attempted
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 6 |
| 2 | 6 |
| 0 | |
|---|---|
| 1 | 6 |
| 2 | 4 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 3 | 3 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494011 | |
| 1 | 6 | < 0.1% |
| 2 | 4 | < 0.1% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494011 | |
| 1 | 6 | < 0.1% |
| 2 | 4 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494011 | |
| 1 | 6 | < 0.1% |
| 2 | 4 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494011 | |
| 1 | 6 | < 0.1% |
| 2 | 4 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494011 | |
| 1 | 6 | < 0.1% |
| 2 | 4 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 494009 | |
| 1 | 6 | < 0.1% |
| 2 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 494011 | |
| 1 | 6 | < 0.1% |
| 2 | 4 | < 0.1% |
num_root
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 20 | 44 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.011351744 | 0.019646938 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 993 | 765 |
| Zeros | 493436 | 492697 |
| Zeros (%) | 99.9% | 99.7% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 0 | 0 |
| 95-th percentile | 0 | 0 |
| Maximum | 993 | 765 |
| Range | 993 | 765 |
| Interquartile range (IQR) | 0 | 0 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 2.0127183 | 1.9648944 |
| Coefficient of variation (CV) | 177.30476 | 100.01021 |
| Kurtosis | 188933.05 | 80839.543 |
| Mean | 0.011351744 | 0.019646938 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 417.06584 | 260.61419 |
| Sum | 5608 | 9706 |
| Variance | 4.0510351 | 3.8608099 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 493436 | |
| 1 | 233 | < 0.1% |
| 9 | 167 | < 0.1% |
| 6 | 126 | < 0.1% |
| 2 | 22 | < 0.1% |
| 5 | 12 | < 0.1% |
| 4 | 10 | < 0.1% |
| 3 | 3 | < 0.1% |
| 12 | 1 | < 0.1% |
| 993 | 1 | < 0.1% |
| Other values (10) | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 492697 | |
| 1 | 459 | 0.1% |
| 2 | 210 | < 0.1% |
| 9 | 136 | < 0.1% |
| 3 | 132 | < 0.1% |
| 4 | 90 | < 0.1% |
| 5 | 73 | < 0.1% |
| 6 | 70 | < 0.1% |
| 7 | 54 | < 0.1% |
| 8 | 46 | < 0.1% |
| Other values (34) | 54 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493436 | |
| 1 | 233 | < 0.1% |
| 2 | 22 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 10 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 126 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 167 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 492697 | |
| 1 | 459 | 0.1% |
| 2 | 210 | < 0.1% |
| 3 | 132 | < 0.1% |
| 4 | 90 | < 0.1% |
| 5 | 73 | < 0.1% |
| 6 | 70 | < 0.1% |
| 7 | 54 | < 0.1% |
| 8 | 46 | < 0.1% |
| 9 | 136 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 492697 | |
| 1 | 459 | 0.1% |
| 2 | 210 | < 0.1% |
| 3 | 132 | < 0.1% |
| 4 | 90 | < 0.1% |
| 5 | 73 | < 0.1% |
| 6 | 70 | < 0.1% |
| 7 | 54 | < 0.1% |
| 8 | 46 | < 0.1% |
| 9 | 136 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493436 | |
| 1 | 233 | < 0.1% |
| 2 | 22 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 10 | < 0.1% |
| 5 | 12 | < 0.1% |
| 6 | 126 | < 0.1% |
| 7 | 1 | < 0.1% |
| 9 | 167 | < 0.1% |
| 12 | 1 | < 0.1% |
num_file_creations
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 18 | 17 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.0010829499 | 0.00089874722 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 28 | 25 |
| Zeros | 493756 | 493808 |
| Zeros (%) | 99.9% | > 99.9% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 0 | 0 |
| 95-th percentile | 0 | 0 |
| Maximum | 28 | 25 |
| Range | 28 | 25 |
| Interquartile range (IQR) | 0 | 0 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 0.096415879 | 0.075735078 |
| Coefficient of variation (CV) | 89.030783 | 84.267386 |
| Kurtosis | 43583.895 | 42471.649 |
| Mean | 0.0010829499 | 0.00089874722 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 192.33477 | 180.15833 |
| Sum | 535 | 444 |
| Variance | 0.0092960217 | 0.0057358021 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 493756 | |
| 1 | 207 | < 0.1% |
| 2 | 36 | < 0.1% |
| 4 | 7 | < 0.1% |
| 16 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| Other values (8) | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493808 | |
| 1 | 150 | < 0.1% |
| 2 | 34 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 6 | < 0.1% |
| 3 | 3 | < 0.1% |
| 14 | 2 | < 0.1% |
| 8 | 2 | < 0.1% |
| 15 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Other values (7) | 7 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493756 | |
| 1 | 207 | < 0.1% |
| 2 | 36 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493808 | |
| 1 | 150 | < 0.1% |
| 2 | 34 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493808 | |
| 1 | 150 | < 0.1% |
| 2 | 34 | < 0.1% |
| 3 | 3 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 6 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493756 | |
| 1 | 207 | < 0.1% |
| 2 | 36 | < 0.1% |
| 4 | 7 | < 0.1% |
| 5 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
num_shells
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 3 | 3 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 48 |
| 2 | 3 |
| 0 | |
|---|---|
| 1 | 92 |
| 2 | 2 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 3 | 3 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493927 | |
| 1 | 92 | < 0.1% |
| 2 | 2 | < 0.1% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493927 | |
| 1 | 92 | < 0.1% |
| 2 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493927 | |
| 1 | 92 | < 0.1% |
| 2 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493927 | |
| 1 | 92 | < 0.1% |
| 2 | 2 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493927 | |
| 1 | 92 | < 0.1% |
| 2 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 493970 | |
| 1 | 48 | < 0.1% |
| 2 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493927 | |
| 1 | 92 | < 0.1% |
| 2 | 2 | < 0.1% |
num_access_files
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 7 | 7 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.0010080543 | 0.0015586382 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 8 | 8 |
| Zeros | 493567 | 493323 |
| Zeros (%) | 99.9% | 99.9% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0 | 0 |
| Q1 | 0 | 0 |
| median | 0 | 0 |
| Q3 | 0 | 0 |
| 95-th percentile | 0 | 0 |
| Maximum | 8 | 8 |
| Range | 8 | 8 |
| Interquartile range (IQR) | 0 | 0 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 0.03648169 | 0.045678823 |
| Coefficient of variation (CV) | 36.190203 | 29.30688 |
| Kurtosis | 7571.4041 | 5284.8496 |
| Mean | 0.0010080543 | 0.0015586382 |
| Median Absolute Deviation (MAD) | 0 | 0 |
| Skewness | 61.201452 | 50.783713 |
| Sum | 498 | 770 |
| Variance | 0.0013309137 | 0.0020865549 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 493567 | |
| 1 | 424 | 0.1% |
| 2 | 25 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493323 | |
| 1 | 648 | 0.1% |
| 2 | 42 | < 0.1% |
| 3 | 4 | < 0.1% |
| 8 | 2 | < 0.1% |
| 6 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493567 | |
| 1 | 424 | 0.1% |
| 2 | 25 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493323 | |
| 1 | 648 | 0.1% |
| 2 | 42 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493323 | |
| 1 | 648 | 0.1% |
| 2 | 42 | < 0.1% |
| 3 | 4 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493567 | |
| 1 | 424 | 0.1% |
| 2 | 25 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
is_host_login
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 1 | 1 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 |
|---|
| 0 |
|---|
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 1 | 1 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 494021 |
| Value | Count | Frequency (%) |
| 0 | 494021 |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 494021 |
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 494021 |
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 494021 |
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 494021 |
| Value | Count | Frequency (%) |
| 0 | 494021 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 494021 |
| Value | Count | Frequency (%) |
| 0 | 494021 |
is_guest_login
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 685 |
| 0 | |
|---|---|
| 1 | 992 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493029 | |
| 1 | 992 | 0.2% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493029 | |
| 1 | 992 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493029 | |
| 1 | 992 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493029 | |
| 1 | 992 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493029 | |
| 1 | 992 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 493336 | |
| 1 | 685 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493029 | |
| 1 | 992 | 0.2% |
count
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 490 | 512 |
| Distinct (%) | 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 332.28569 | 248.55286 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 511 | 511 |
| Zeros | 2 | 9930 |
| Zeros (%) | < 0.1% | 2.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 1 | 1 |
| Q1 | 117 | 22 |
| median | 510 | 216 |
| Q3 | 511 | 492 |
| 95-th percentile | 511 | 509 |
| Maximum | 511 | 511 |
| Range | 511 | 511 |
| Interquartile range (IQR) | 394 | 470 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 213.14741 | 200.59989 |
| Coefficient of variation (CV) | 0.64145829 | 0.80707134 |
| Kurtosis | -1.4722098 | -1.5650079 |
| Mean | 332.28569 | 248.55286 |
| Median Absolute Deviation (MAD) | 1 | 213 |
| Skewness | -0.54200562 | 0.14643106 |
| Sum | 1.6415611 × 108 | 1.2279033 × 108 |
| Variance | 45431.819 | 40240.315 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 511 | 227895 | |
| 1 | 39214 | 7.9% |
| 510 | 26598 | 5.4% |
| 2 | 11219 | 2.3% |
| 3 | 5812 | 1.2% |
| 509 | 5605 | 1.1% |
| 4 | 5400 | 1.1% |
| 5 | 4469 | 0.9% |
| 6 | 3708 | 0.8% |
| 7 | 3254 | 0.7% |
| Other values (480) | 160847 |
| Value | Count | Frequency (%) |
| 1 | 46332 | 9.4% |
| 2 | 11932 | 2.4% |
| 0 | 9930 | 2.0% |
| 511 | 8609 | 1.7% |
| 509 | 8584 | 1.7% |
| 510 | 8578 | 1.7% |
| 508 | 7989 | 1.6% |
| 507 | 7657 | 1.5% |
| 3 | 7093 | 1.4% |
| 506 | 7084 | 1.4% |
| Other values (502) | 370233 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 39214 | |
| 2 | 11219 | 2.3% |
| 3 | 5812 | 1.2% |
| 4 | 5400 | 1.1% |
| 5 | 4469 | 0.9% |
| 6 | 3708 | 0.8% |
| 7 | 3254 | 0.7% |
| 8 | 2921 | 0.6% |
| 9 | 2692 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 9930 | 2.0% |
| 1 | 46332 | |
| 2 | 11932 | 2.4% |
| 3 | 7093 | 1.4% |
| 4 | 6303 | 1.3% |
| 5 | 5171 | 1.0% |
| 6 | 4304 | 0.9% |
| 7 | 3865 | 0.8% |
| 8 | 3543 | 0.7% |
| 9 | 3101 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 9930 | 2.0% |
| 1 | 46332 | |
| 2 | 11932 | 2.4% |
| 3 | 7093 | 1.4% |
| 4 | 6303 | 1.3% |
| 5 | 5171 | 1.0% |
| 6 | 4304 | 0.9% |
| 7 | 3865 | 0.8% |
| 8 | 3543 | 0.7% |
| 9 | 3101 | 0.6% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 39214 | |
| 2 | 11219 | 2.3% |
| 3 | 5812 | 1.2% |
| 4 | 5400 | 1.1% |
| 5 | 4469 | 0.9% |
| 6 | 3708 | 0.8% |
| 7 | 3254 | 0.7% |
| 8 | 2921 | 0.6% |
| 9 | 2692 | 0.5% |
srv_count
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 470 | 494 |
| Distinct (%) | 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 292.90656 | 180.1871 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 511 | 511 |
| Zeros | 2 | 11957 |
| Zeros (%) | < 0.1% | 2.4% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 1 | 1 |
| Q1 | 10 | 6 |
| median | 510 | 16 |
| Q3 | 511 | 492 |
| 95-th percentile | 511 | 509 |
| Maximum | 511 | 511 |
| Range | 511 | 511 |
| Interquartile range (IQR) | 501 | 486 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 246.32282 | 231.61449 |
| Coefficient of variation (CV) | 0.84096041 | 1.285411 |
| Kurtosis | -1.9151417 | -1.5886243 |
| Mean | 292.90656 | 180.1871 |
| Median Absolute Deviation (MAD) | 1 | 14 |
| Skewness | -0.27384793 | 0.63085013 |
| Sum | 1.4470199 × 108 | 89016213 |
| Variance | 60674.93 | 53645.271 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 511 | 226559 | |
| 1 | 37001 | 7.5% |
| 510 | 26898 | 5.4% |
| 2 | 18857 | 3.8% |
| 3 | 11280 | 2.3% |
| 4 | 9875 | 2.0% |
| 5 | 9160 | 1.9% |
| 6 | 8615 | 1.7% |
| 8 | 8150 | 1.6% |
| 7 | 7982 | 1.6% |
| Other values (460) | 129644 |
| Value | Count | Frequency (%) |
| 1 | 45033 | 9.1% |
| 2 | 22930 | 4.6% |
| 3 | 15664 | 3.2% |
| 4 | 14130 | 2.9% |
| 5 | 13554 | 2.7% |
| 9 | 12926 | 2.6% |
| 10 | 12856 | 2.6% |
| 11 | 12790 | 2.6% |
| 8 | 12746 | 2.6% |
| 6 | 12439 | 2.5% |
| Other values (484) | 318953 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 37001 | |
| 2 | 18857 | |
| 3 | 11280 | 2.3% |
| 4 | 9875 | 2.0% |
| 5 | 9160 | 1.9% |
| 6 | 8615 | 1.7% |
| 7 | 7982 | 1.6% |
| 8 | 8150 | 1.6% |
| 9 | 7557 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 11957 | 2.4% |
| 1 | 45033 | |
| 2 | 22930 | |
| 3 | 15664 | 3.2% |
| 4 | 14130 | 2.9% |
| 5 | 13554 | 2.7% |
| 6 | 12439 | 2.5% |
| 7 | 12043 | 2.4% |
| 8 | 12746 | 2.6% |
| 9 | 12926 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 11957 | 2.4% |
| 1 | 45033 | |
| 2 | 22930 | |
| 3 | 15664 | 3.2% |
| 4 | 14130 | 2.9% |
| 5 | 13554 | 2.7% |
| 6 | 12439 | 2.5% |
| 7 | 12043 | 2.4% |
| 8 | 12746 | 2.6% |
| 9 | 12926 | 2.6% |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 1 | 37001 | |
| 2 | 18857 | |
| 3 | 11280 | 2.3% |
| 4 | 9875 | 2.0% |
| 5 | 9160 | 1.9% |
| 6 | 8615 | 1.7% |
| 7 | 7982 | 1.6% |
| 8 | 8150 | 1.6% |
| 9 | 7557 | 1.5% |
serror_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 |
| 0 | |
|---|---|
| 1 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 1 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 1 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 407484 | |
| 1 | 86537 | 17.5% |
| Value | Count | Frequency (%) |
| 0 | 346415 | |
| 1 | 147606 |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 407484 | |
| 1 | 86537 | 17.5% |
| Value | Count | Frequency (%) |
| 0 | 346415 | |
| 1 | 147606 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 407484 | |
| 1 | 86537 | 17.5% |
| Value | Count | Frequency (%) |
| 0 | 346415 | |
| 1 | 147606 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 407484 | |
| 1 | 86537 | 17.5% |
| Value | Count | Frequency (%) |
| 0 | 346415 | |
| 1 | 147606 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 407484 | |
| 1 | 86537 | 17.5% |
| Value | Count | Frequency (%) |
| 0 | 346415 | |
| 1 | 147606 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 407484 | |
| 1 | 86537 | 17.5% |
| Value | Count | Frequency (%) |
| 0 | 346415 | |
| 1 | 147606 |
srv_serror_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 |
| 0 | |
|---|---|
| 1 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 1 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 1 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 406969 | |
| 1 | 87052 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345573 | |
| 1 | 148448 |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 406969 | |
| 1 | 87052 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345573 | |
| 1 | 148448 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 406969 | |
| 1 | 87052 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345573 | |
| 1 | 148448 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 406969 | |
| 1 | 87052 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345573 | |
| 1 | 148448 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 406969 | |
| 1 | 87052 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345573 | |
| 1 | 148448 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 406969 | |
| 1 | 87052 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345573 | |
| 1 | 148448 |
rerror_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 26979 |
| 0 | |
|---|---|
| 1 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 467042 | |
| 1 | 26979 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 447573 | |
| 1 | 46448 | 9.4% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 467042 | |
| 1 | 26979 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 447573 | |
| 1 | 46448 | 9.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 467042 | |
| 1 | 26979 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 447573 | |
| 1 | 46448 | 9.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 467042 | |
| 1 | 26979 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 447573 | |
| 1 | 46448 | 9.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 467042 | |
| 1 | 26979 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 447573 | |
| 1 | 46448 | 9.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 467042 | |
| 1 | 26979 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 447573 | |
| 1 | 46448 | 9.4% |
srv_rerror_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 28116 |
| 0 | |
|---|---|
| 1 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 465905 | |
| 1 | 28116 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 446364 | |
| 1 | 47657 | 9.6% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 465905 | |
| 1 | 28116 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 446364 | |
| 1 | 47657 | 9.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 465905 | |
| 1 | 28116 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 446364 | |
| 1 | 47657 | 9.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 465905 | |
| 1 | 28116 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 446364 | |
| 1 | 47657 | 9.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 465905 | |
| 1 | 28116 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 446364 | |
| 1 | 47657 | 9.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 465905 | |
| 1 | 28116 | 5.7% |
| Value | Count | Frequency (%) |
| 0 | 446364 | |
| 1 | 47657 | 9.6% |
same_srv_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 1 | |
|---|---|
| 0 |
| 1 | |
|---|---|
| 0 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 1 | 0 |
| 2nd row | 1 | 1 |
| 3rd row | 1 | 1 |
| 4th row | 1 | 1 |
| 5th row | 0 | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 382079 | |
| 0 | 111942 | 22.7% |
| Value | Count | Frequency (%) |
| 1 | 302228 | |
| 0 | 191793 |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 1 | 382079 | |
| 0 | 111942 | 22.7% |
| Value | Count | Frequency (%) |
| 1 | 302228 | |
| 0 | 191793 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 382079 | |
| 0 | 111942 | 22.7% |
| Value | Count | Frequency (%) |
| 1 | 302228 | |
| 0 | 191793 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 382079 | |
| 0 | 111942 | 22.7% |
| Value | Count | Frequency (%) |
| 1 | 302228 | |
| 0 | 191793 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 382079 | |
| 0 | 111942 | 22.7% |
| Value | Count | Frequency (%) |
| 1 | 302228 | |
| 0 | 191793 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 382079 | |
| 0 | 111942 | 22.7% |
| Value | Count | Frequency (%) |
| 1 | 302228 | |
| 0 | 191793 |
diff_srv_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 2358 |
| 0 | |
|---|---|
| 1 | 2735 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 491663 | |
| 1 | 2358 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 491286 | |
| 1 | 2735 | 0.6% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 491663 | |
| 1 | 2358 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 491286 | |
| 1 | 2735 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 491663 | |
| 1 | 2358 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 491286 | |
| 1 | 2735 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 491663 | |
| 1 | 2358 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 491286 | |
| 1 | 2735 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 491663 | |
| 1 | 2358 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 491286 | |
| 1 | 2735 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 491663 | |
| 1 | 2358 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 491286 | |
| 1 | 2735 | 0.6% |
srv_diff_host_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 8099 |
| 0 | |
|---|---|
| 1 | 13233 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 485922 | |
| 1 | 8099 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 480788 | |
| 1 | 13233 | 2.7% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 485922 | |
| 1 | 8099 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 480788 | |
| 1 | 13233 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 485922 | |
| 1 | 8099 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 480788 | |
| 1 | 13233 | 2.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 485922 | |
| 1 | 8099 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 480788 | |
| 1 | 13233 | 2.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 485922 | |
| 1 | 8099 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 480788 | |
| 1 | 13233 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 485922 | |
| 1 | 8099 | 1.6% |
| Value | Count | Frequency (%) |
| 0 | 480788 | |
| 1 | 13233 | 2.7% |
dst_host_count
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 256 | 256 |
| Distinct (%) | 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 232.47078 | 222.87339 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 255 | 255 |
| Zeros | 3 | 1042 |
| Zeros (%) | < 0.1% | 0.2% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 33 | 32 |
| Q1 | 255 | 248 |
| median | 255 | 254 |
| Q3 | 255 | 255 |
| 95-th percentile | 255 | 255 |
| Maximum | 255 | 255 |
| Range | 255 | 255 |
| Interquartile range (IQR) | 0 | 7 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 64.74538 | 69.319342 |
| Coefficient of variation (CV) | 0.27850976 | 0.31102565 |
| Kurtosis | 5.852867 | 3.1571467 |
| Mean | 232.47078 | 222.87339 |
| Median Absolute Deviation (MAD) | 0 | 1 |
| Skewness | -2.7306878 | -2.1470775 |
| Sum | 1.1484545 × 108 | 1.1010414 × 108 |
| Variance | 4191.9643 | 4805.1712 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 432829 | |
| 1 | 2884 | 0.6% |
| 2 | 2023 | 0.4% |
| 3 | 1434 | 0.3% |
| 4 | 1317 | 0.3% |
| 5 | 1073 | 0.2% |
| 6 | 1007 | 0.2% |
| 7 | 866 | 0.2% |
| 8 | 842 | 0.2% |
| 9 | 814 | 0.2% |
| Other values (246) | 48932 | 9.9% |
| Value | Count | Frequency (%) |
| 255 | 222115 | |
| 254 | 75956 | 15.4% |
| 253 | 24855 | 5.0% |
| 252 | 15883 | 3.2% |
| 251 | 11558 | 2.3% |
| 250 | 8950 | 1.8% |
| 249 | 7036 | 1.4% |
| 248 | 5443 | 1.1% |
| 247 | 4248 | 0.9% |
| 246 | 3367 | 0.7% |
| Other values (246) | 114610 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 2884 | |
| 2 | 2023 | |
| 3 | 1434 | |
| 4 | 1317 | |
| 5 | 1073 | 0.2% |
| 6 | 1007 | 0.2% |
| 7 | 866 | 0.2% |
| 8 | 842 | 0.2% |
| 9 | 814 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 1042 | 0.2% |
| 1 | 2850 | |
| 2 | 1418 | |
| 3 | 1059 | 0.2% |
| 4 | 1045 | 0.2% |
| 5 | 862 | 0.2% |
| 6 | 892 | 0.2% |
| 7 | 844 | 0.2% |
| 8 | 836 | 0.2% |
| 9 | 815 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 1042 | 0.2% |
| 1 | 2850 | |
| 2 | 1418 | |
| 3 | 1059 | 0.2% |
| 4 | 1045 | 0.2% |
| 5 | 862 | 0.2% |
| 6 | 892 | 0.2% |
| 7 | 844 | 0.2% |
| 8 | 836 | 0.2% |
| 9 | 815 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 2884 | |
| 2 | 2023 | |
| 3 | 1434 | |
| 4 | 1317 | |
| 5 | 1073 | 0.2% |
| 6 | 1007 | 0.2% |
| 7 | 866 | 0.2% |
| 8 | 842 | 0.2% |
| 9 | 814 | 0.2% |
dst_host_srv_count
Real number (ℝ)
| Real | Synthetic | |
|---|---|---|
| Distinct | 256 | 256 |
| Distinct (%) | 0.1% | 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 188.66567 | 142.11465 |
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 255 | 255 |
| Zeros | 3 | 4562 |
| Zeros (%) | < 0.1% | 0.9% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
Quantile statistics
| Real | Synthetic | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 3 | 2 |
| Q1 | 46 | 13 |
| median | 255 | 212 |
| Q3 | 255 | 255 |
| 95-th percentile | 255 | 255 |
| Maximum | 255 | 255 |
| Range | 255 | 255 |
| Interquartile range (IQR) | 209 | 242 |
Descriptive statistics
| Real | Synthetic | |
|---|---|---|
| Standard deviation | 106.04044 | 115.83903 |
| Coefficient of variation (CV) | 0.56205476 | 0.81510972 |
| Kurtosis | -0.8741455 | -1.8885316 |
| Mean | 188.66567 | 142.11465 |
| Median Absolute Deviation (MAD) | 0 | 43 |
| Skewness | -1.0348572 | -0.18025984 |
| Sum | 93204803 | 70207622 |
| Variance | 11244.574 | 13418.682 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 255 | 337746 | |
| 1 | 11895 | 2.4% |
| 2 | 7243 | 1.5% |
| 3 | 5855 | 1.2% |
| 11 | 5627 | 1.1% |
| 8 | 5579 | 1.1% |
| 10 | 5550 | 1.1% |
| 5 | 5494 | 1.1% |
| 6 | 5394 | 1.1% |
| 12 | 5388 | 1.1% |
| Other values (246) | 98250 | 19.9% |
| Value | Count | Frequency (%) |
| 255 | 131968 | |
| 254 | 50449 | 10.2% |
| 253 | 14594 | 3.0% |
| 1 | 13612 | 2.8% |
| 10 | 10596 | 2.1% |
| 11 | 10559 | 2.1% |
| 8 | 10190 | 2.1% |
| 12 | 10188 | 2.1% |
| 9 | 10175 | 2.1% |
| 13 | 9868 | 2.0% |
| Other values (246) | 221822 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 11895 | |
| 2 | 7243 | |
| 3 | 5855 | |
| 4 | 5382 | |
| 5 | 5494 | |
| 6 | 5394 | |
| 7 | 5265 | |
| 8 | 5579 | |
| 9 | 5261 |
| Value | Count | Frequency (%) |
| 0 | 4562 | 0.9% |
| 1 | 13612 | |
| 2 | 8767 | |
| 3 | 8505 | |
| 4 | 8843 | |
| 5 | 9331 | |
| 6 | 8840 | |
| 7 | 9315 | |
| 8 | 10190 | |
| 9 | 10175 |
| Value | Count | Frequency (%) |
| 0 | 4562 | 0.9% |
| 1 | 13612 | |
| 2 | 8767 | |
| 3 | 8505 | |
| 4 | 8843 | |
| 5 | 9331 | |
| 6 | 8840 | |
| 7 | 9315 | |
| 8 | 10190 | |
| 9 | 10175 |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 11895 | |
| 2 | 7243 | |
| 3 | 5855 | |
| 4 | 5382 | |
| 5 | 5494 | |
| 6 | 5394 | |
| 7 | 5265 | |
| 8 | 5579 | |
| 9 | 5261 |
dst_host_same_srv_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 1 | |
|---|---|
| 0 |
| 1 | |
|---|---|
| 0 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 1 | 0 |
| 3rd row | 1 | 1 |
| 4th row | 1 | 1 |
| 5th row | 0 | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 347828 | |
| 0 | 146193 |
| Value | Count | Frequency (%) |
| 1 | 253035 | |
| 0 | 240986 |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 1 | 347828 | |
| 0 | 146193 |
| Value | Count | Frequency (%) |
| 1 | 253035 | |
| 0 | 240986 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 347828 | |
| 0 | 146193 |
| Value | Count | Frequency (%) |
| 1 | 253035 | |
| 0 | 240986 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 347828 | |
| 0 | 146193 |
| Value | Count | Frequency (%) |
| 1 | 253035 | |
| 0 | 240986 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 347828 | |
| 0 | 146193 |
| Value | Count | Frequency (%) |
| 1 | 253035 | |
| 0 | 240986 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 347828 | |
| 0 | 146193 |
| Value | Count | Frequency (%) |
| 1 | 253035 | |
| 0 | 240986 |
dst_host_diff_srv_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 2013 |
| 0 | |
|---|---|
| 1 | 2154 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 492008 | |
| 1 | 2013 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 491867 | |
| 1 | 2154 | 0.4% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 492008 | |
| 1 | 2013 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 491867 | |
| 1 | 2154 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 492008 | |
| 1 | 2013 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 491867 | |
| 1 | 2154 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 492008 | |
| 1 | 2013 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 491867 | |
| 1 | 2154 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 492008 | |
| 1 | 2013 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 491867 | |
| 1 | 2154 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 492008 | |
| 1 | 2013 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 491867 | |
| 1 | 2154 | 0.4% |
dst_host_same_src_port_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 1 | |
|---|---|
| 0 |
| 0 | |
|---|---|
| 1 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 1 | 1 |
| 4th row | 1 | 1 |
| 5th row | 0 | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 288883 | |
| 0 | 205138 |
| Value | Count | Frequency (%) |
| 0 | 310834 | |
| 1 | 183187 |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 1 | 288883 | |
| 0 | 205138 |
| Value | Count | Frequency (%) |
| 0 | 310834 | |
| 1 | 183187 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 288883 | |
| 0 | 205138 |
| Value | Count | Frequency (%) |
| 0 | 310834 | |
| 1 | 183187 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 288883 | |
| 0 | 205138 |
| Value | Count | Frequency (%) |
| 0 | 310834 | |
| 1 | 183187 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 288883 | |
| 0 | 205138 |
| Value | Count | Frequency (%) |
| 0 | 310834 | |
| 1 | 183187 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 288883 | |
| 0 | 205138 |
| Value | Count | Frequency (%) |
| 0 | 310834 | |
| 1 | 183187 |
dst_host_srv_diff_host_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 354 |
| 0 | |
|---|---|
| 1 | 509 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 493667 | |
| 1 | 354 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493512 | |
| 1 | 509 | 0.1% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 493667 | |
| 1 | 354 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493512 | |
| 1 | 509 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 493667 | |
| 1 | 354 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493512 | |
| 1 | 509 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 493667 | |
| 1 | 354 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493512 | |
| 1 | 509 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 493667 | |
| 1 | 354 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493512 | |
| 1 | 509 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 493667 | |
| 1 | 354 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 493512 | |
| 1 | 509 | 0.1% |
dst_host_serror_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 |
| 0 | |
|---|---|
| 1 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 1 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 1 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 407262 | |
| 1 | 86759 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345939 | |
| 1 | 148082 |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 407262 | |
| 1 | 86759 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345939 | |
| 1 | 148082 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 407262 | |
| 1 | 86759 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345939 | |
| 1 | 148082 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 407262 | |
| 1 | 86759 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345939 | |
| 1 | 148082 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 407262 | |
| 1 | 86759 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345939 | |
| 1 | 148082 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 407262 | |
| 1 | 86759 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345939 | |
| 1 | 148082 |
dst_host_srv_serror_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 |
| 0 | |
|---|---|
| 1 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 1 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 1 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 407024 | |
| 1 | 86997 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345547 | |
| 1 | 148474 |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 407024 | |
| 1 | 86997 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345547 | |
| 1 | 148474 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 407024 | |
| 1 | 86997 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345547 | |
| 1 | 148474 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 407024 | |
| 1 | 86997 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345547 | |
| 1 | 148474 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 407024 | |
| 1 | 86997 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345547 | |
| 1 | 148474 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 407024 | |
| 1 | 86997 | 17.6% |
| Value | Count | Frequency (%) |
| 0 | 345547 | |
| 1 | 148474 |
dst_host_rerror_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 26040 |
| 0 | |
|---|---|
| 1 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 467981 | |
| 1 | 26040 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 448913 | |
| 1 | 45108 | 9.1% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 467981 | |
| 1 | 26040 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 448913 | |
| 1 | 45108 | 9.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 467981 | |
| 1 | 26040 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 448913 | |
| 1 | 45108 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 467981 | |
| 1 | 26040 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 448913 | |
| 1 | 45108 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 467981 | |
| 1 | 26040 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 448913 | |
| 1 | 45108 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 467981 | |
| 1 | 26040 | 5.3% |
| Value | Count | Frequency (%) |
| 0 | 448913 | |
| 1 | 45108 | 9.1% |
dst_host_srv_rerror_rate
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 2 | 2 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| 0 | |
|---|---|
| 1 | 25695 |
| 0 | |
|---|---|
| 1 | 44254 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 1 | 1 |
| Median length | 1 | 1 |
| Mean length | 1 | 1 |
| Min length | 1 | 1 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 494021 | 494021 |
| Distinct characters | 2 | 2 |
| Distinct categories | 1 | 1 ? |
| Distinct scripts | 1 | 1 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | 0 | 0 |
| 2nd row | 0 | 0 |
| 3rd row | 0 | 0 |
| 4th row | 0 | 0 |
| 5th row | 0 | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 468326 | |
| 1 | 25695 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 449767 | |
| 1 | 44254 | 9.0% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| 0 | 468326 | |
| 1 | 25695 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 449767 | |
| 1 | 44254 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 468326 | |
| 1 | 25695 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 449767 | |
| 1 | 44254 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
| Value | Count | Frequency (%) |
| Decimal Number | 494021 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 468326 | |
| 1 | 25695 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 449767 | |
| 1 | 44254 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 494021 |
| Value | Count | Frequency (%) |
| Common | 494021 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 468326 | |
| 1 | 25695 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 449767 | |
| 1 | 44254 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 494021 |
| Value | Count | Frequency (%) |
| ASCII | 494021 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 468326 | |
| 1 | 25695 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 449767 | |
| 1 | 44254 | 9.0% |
label
Categorical
| Real | Synthetic | |
|---|---|---|
| Distinct | 5 | 5 |
| Distinct (%) | < 0.1% | < 0.1% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Memory size | 3.8 MiB | 3.8 MiB |
| dos | |
|---|---|
| normal | |
| probe | 4107 |
| r2l | 1126 |
| u2r | 52 |
| dos | |
|---|---|
| normal | |
| probe | 5089 |
| r2l | 1528 |
| u2r | 46 |
Length
| Real | Synthetic | |
|---|---|---|
| Max length | 6 | 6 |
| Median length | 3 | 3 |
| Mean length | 3.6073588 | 3.7739104 |
| Min length | 3 | 3 |
Characters and Unicode
| Real | Synthetic | |
|---|---|---|
| Total characters | 1782111 | 1864391 |
| Distinct characters | 13 | 13 |
| Distinct categories | 2 | 2 ? |
| Distinct scripts | 2 | 2 ? |
| Distinct blocks | 1 | 1 ? |
Unique
| Real | Synthetic | |
|---|---|---|
| Unique | 0 | 0 ? |
| Unique (%) | 0.0% | 0.0% |
Sample
| Real | Synthetic | |
|---|---|---|
| 1st row | normal | dos |
| 2nd row | normal | normal |
| 3rd row | dos | dos |
| 4th row | dos | dos |
| 5th row | dos | dos |
Common Values
| Value | Count | Frequency (%) |
| dos | 391458 | |
| normal | 97278 | 19.7% |
| probe | 4107 | 0.8% |
| r2l | 1126 | 0.2% |
| u2r | 52 | < 0.1% |
| Value | Count | Frequency (%) |
| dos | 363308 | |
| normal | 124050 | 25.1% |
| probe | 5089 | 1.0% |
| r2l | 1528 | 0.3% |
| u2r | 46 | < 0.1% |
Length
Common Values (Plot)
Real
Synthetic
| Value | Count | Frequency (%) |
| dos | 391458 | |
| normal | 97278 | 19.7% |
| probe | 4107 | 0.8% |
| r2l | 1126 | 0.2% |
| u2r | 52 | < 0.1% |
| Value | Count | Frequency (%) |
| dos | 363308 | |
| normal | 124050 | 25.1% |
| probe | 5089 | 1.0% |
| r2l | 1528 | 0.3% |
| u2r | 46 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 492843 | |
| d | 391458 | |
| s | 391458 | |
| r | 102563 | 5.8% |
| l | 98404 | 5.5% |
| n | 97278 | 5.5% |
| m | 97278 | 5.5% |
| a | 97278 | 5.5% |
| p | 4107 | 0.2% |
| b | 4107 | 0.2% |
| Other values (3) | 5337 | 0.3% |
| Value | Count | Frequency (%) |
| o | 492447 | |
| d | 363308 | |
| s | 363308 | |
| r | 130713 | 7.0% |
| l | 125578 | 6.7% |
| n | 124050 | 6.7% |
| m | 124050 | 6.7% |
| a | 124050 | 6.7% |
| p | 5089 | 0.3% |
| b | 5089 | 0.3% |
| Other values (3) | 6709 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1780933 | |
| Decimal Number | 1178 | 0.1% |
| Value | Count | Frequency (%) |
| Lowercase Letter | 1862817 | |
| Decimal Number | 1574 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 492843 | |
| d | 391458 | |
| s | 391458 | |
| r | 102563 | 5.8% |
| l | 98404 | 5.5% |
| n | 97278 | 5.5% |
| m | 97278 | 5.5% |
| a | 97278 | 5.5% |
| p | 4107 | 0.2% |
| b | 4107 | 0.2% |
| Other values (2) | 4159 | 0.2% |
| Value | Count | Frequency (%) |
| o | 492447 | |
| d | 363308 | |
| s | 363308 | |
| r | 130713 | 7.0% |
| l | 125578 | 6.7% |
| n | 124050 | 6.7% |
| m | 124050 | 6.7% |
| a | 124050 | 6.7% |
| p | 5089 | 0.3% |
| b | 5089 | 0.3% |
| Other values (2) | 5135 | 0.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1178 |
| Value | Count | Frequency (%) |
| 2 | 1574 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1780933 | |
| Common | 1178 | 0.1% |
| Value | Count | Frequency (%) |
| Latin | 1862817 | |
| Common | 1574 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 492843 | |
| d | 391458 | |
| s | 391458 | |
| r | 102563 | 5.8% |
| l | 98404 | 5.5% |
| n | 97278 | 5.5% |
| m | 97278 | 5.5% |
| a | 97278 | 5.5% |
| p | 4107 | 0.2% |
| b | 4107 | 0.2% |
| Other values (2) | 4159 | 0.2% |
| Value | Count | Frequency (%) |
| o | 492447 | |
| d | 363308 | |
| s | 363308 | |
| r | 130713 | 7.0% |
| l | 125578 | 6.7% |
| n | 124050 | 6.7% |
| m | 124050 | 6.7% |
| a | 124050 | 6.7% |
| p | 5089 | 0.3% |
| b | 5089 | 0.3% |
| Other values (2) | 5135 | 0.3% |
Common
| Value | Count | Frequency (%) |
| 2 | 1178 |
| Value | Count | Frequency (%) |
| 2 | 1574 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1782111 |
| Value | Count | Frequency (%) |
| ASCII | 1864391 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 492843 | |
| d | 391458 | |
| s | 391458 | |
| r | 102563 | 5.8% |
| l | 98404 | 5.5% |
| n | 97278 | 5.5% |
| m | 97278 | 5.5% |
| a | 97278 | 5.5% |
| p | 4107 | 0.2% |
| b | 4107 | 0.2% |
| Other values (3) | 5337 | 0.3% |
| Value | Count | Frequency (%) |
| o | 492447 | |
| d | 363308 | |
| s | 363308 | |
| r | 130713 | 7.0% |
| l | 125578 | 6.7% |
| n | 124050 | 6.7% |
| m | 124050 | 6.7% |
| a | 124050 | 6.7% |
| p | 5089 | 0.3% |
| b | 5089 | 0.3% |
| Other values (3) | 6709 | 0.4% |
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
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Real
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Real
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Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
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Real
Synthetic
Real
Synthetic
Real
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Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
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Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
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Real
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Real
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Real
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Real
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Real
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Real
Synthetic
Real
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Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
Synthetic
Real
| Unnamed: 0 | duration | src_bytes | dst_bytes | hot | num_failed_logins | num_compromised | num_root | num_file_creations | num_access_files | count | srv_count | dst_host_count | dst_host_srv_count | protocol_type | flag | land | wrong_fragment | urgent | logged_in | root_shell | su_attempted | num_shells | is_guest_login | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | -0.001 | 0.001 | -0.001 | 0.001 | 0.002 | 0.000 | 0.000 | 0.000 | 0.002 | 0.001 | 0.001 | -0.001 | 0.000 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.001 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.004 | 0.004 | 0.000 | 0.000 | 0.004 | 0.002 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.004 | 0.004 | 0.000 |
| duration | -0.001 | 1.000 | 0.014 | 0.299 | 0.109 | 0.014 | 0.011 | 0.013 | 0.061 | 0.019 | -0.259 | -0.250 | -0.161 | -0.217 | 0.141 | 0.080 | 0.000 | 0.000 | 0.000 | 0.011 | 0.031 | 0.060 | 0.000 | 0.027 | 0.021 | 0.022 | 0.037 | 0.036 | 0.008 | 0.003 | 0.004 | 0.073 | 0.000 | 0.023 | 0.000 | 0.021 | 0.022 | 0.028 | 0.036 | 0.066 |
| src_bytes | 0.001 | 0.014 | 1.000 | -0.168 | 0.114 | -0.008 | 0.119 | -0.002 | 0.028 | -0.001 | 0.666 | 0.723 | 0.130 | 0.742 | 0.000 | 0.041 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 |
| dst_bytes | -0.001 | 0.299 | -0.168 | 1.000 | 0.193 | 0.022 | 0.170 | -0.004 | 0.034 | 0.066 | -0.639 | -0.498 | -0.612 | 0.024 | 0.009 | 0.021 | 0.000 | 0.000 | 0.000 | 0.020 | 0.095 | 0.204 | 0.000 | 0.000 | 0.003 | 0.003 | 0.000 | 0.000 | 0.004 | 0.002 | 0.000 | 0.010 | 0.000 | 0.010 | 0.000 | 0.003 | 0.003 | 0.000 | 0.000 | 0.057 |
| hot | 0.001 | 0.109 | 0.114 | 0.193 | 1.000 | 0.113 | 0.812 | 0.003 | 0.029 | 0.004 | -0.121 | -0.115 | -0.074 | -0.018 | 0.034 | 0.009 | 0.000 | 0.000 | 0.000 | 0.091 | 0.027 | 0.000 | 0.016 | 0.973 | 0.017 | 0.017 | 0.008 | 0.008 | 0.018 | 0.015 | 0.000 | 0.055 | 0.007 | 0.042 | 0.000 | 0.017 | 0.017 | 0.008 | 0.008 | 0.242 |
| num_failed_logins | 0.002 | 0.014 | -0.008 | 0.022 | 0.113 | 1.000 | 0.005 | 0.010 | 0.015 | 0.006 | -0.018 | -0.018 | -0.028 | -0.015 | 0.010 | 0.117 | 0.000 | 0.000 | 0.333 | 0.003 | 0.135 | 0.291 | 0.000 | 0.000 | 0.004 | 0.004 | 0.037 | 0.036 | 0.006 | 0.020 | 0.000 | 0.006 | 0.000 | 0.013 | 0.053 | 0.004 | 0.004 | 0.000 | 0.000 | 0.102 |
| num_compromised | 0.000 | 0.011 | 0.119 | 0.170 | 0.812 | 0.005 | 1.000 | 0.029 | 0.031 | 0.007 | -0.097 | -0.091 | -0.042 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.286 | 0.645 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 |
| num_root | 0.000 | 0.013 | -0.002 | -0.004 | 0.003 | 0.010 | 0.029 | 1.000 | 0.048 | 0.015 | -0.055 | -0.054 | -0.079 | -0.039 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.286 | 0.645 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 |
| num_file_creations | 0.000 | 0.061 | 0.028 | 0.034 | 0.029 | 0.015 | 0.031 | 0.048 | 1.000 | 0.031 | -0.036 | -0.035 | -0.050 | -0.027 | 0.004 | 0.007 | 0.000 | 0.000 | 0.000 | 0.015 | 0.206 | 0.000 | 0.434 | 0.022 | 0.000 | 0.000 | 0.001 | 0.001 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.123 |
| num_access_files | 0.002 | 0.019 | -0.001 | 0.066 | 0.004 | 0.006 | 0.007 | 0.015 | 0.031 | 1.000 | -0.045 | -0.040 | -0.024 | -0.024 | 0.027 | 0.008 | 0.000 | 0.000 | 0.028 | 0.073 | 0.277 | 0.580 | 0.029 | 0.000 | 0.014 | 0.014 | 0.006 | 0.007 | 0.015 | 0.000 | 0.024 | 0.036 | 0.000 | 0.035 | 0.000 | 0.014 | 0.014 | 0.006 | 0.006 | 0.030 |
| count | 0.001 | -0.259 | 0.666 | -0.639 | -0.121 | -0.018 | -0.097 | -0.055 | -0.036 | -0.045 | 1.000 | 0.951 | 0.547 | 0.587 | 0.725 | 0.318 | 0.012 | 0.130 | 0.000 | 0.802 | 0.020 | 0.005 | 0.013 | 0.072 | 0.850 | 0.851 | 0.336 | 0.324 | 0.956 | 0.066 | 0.249 | 0.861 | 0.063 | 0.960 | 0.051 | 0.852 | 0.851 | 0.341 | 0.340 | 0.479 |
| srv_count | 0.001 | -0.250 | 0.723 | -0.498 | -0.115 | -0.018 | -0.091 | -0.054 | -0.035 | -0.040 | 0.951 | 1.000 | 0.443 | 0.721 | 0.720 | 0.214 | 0.006 | 0.258 | 0.000 | 0.481 | 0.011 | 0.000 | 0.007 | 0.043 | 0.535 | 0.537 | 0.279 | 0.285 | 0.625 | 0.080 | 0.149 | 0.743 | 0.074 | 0.965 | 0.031 | 0.536 | 0.536 | 0.274 | 0.272 | 0.295 |
| dst_host_count | -0.001 | -0.161 | 0.130 | -0.612 | -0.074 | -0.028 | -0.042 | -0.079 | -0.050 | -0.024 | 0.547 | 0.443 | 1.000 | 0.023 | 0.293 | 0.070 | 0.031 | 0.056 | 0.006 | 0.680 | 0.026 | 0.013 | 0.025 | 0.076 | 0.166 | 0.167 | 0.129 | 0.122 | 0.187 | 0.021 | 0.301 | 0.132 | 0.013 | 0.381 | 0.107 | 0.168 | 0.168 | 0.128 | 0.062 | 0.361 |
| dst_host_srv_count | 0.000 | -0.217 | 0.742 | 0.024 | -0.018 | -0.015 | 0.003 | -0.039 | -0.027 | -0.024 | 0.587 | 0.721 | 0.023 | 1.000 | 0.541 | 0.306 | 0.011 | 0.162 | 0.000 | 0.371 | 0.010 | 0.016 | 0.039 | 0.160 | 0.808 | 0.811 | 0.322 | 0.334 | 0.937 | 0.104 | 0.371 | 0.923 | 0.111 | 0.707 | 0.057 | 0.810 | 0.811 | 0.324 | 0.358 | 0.234 |
| protocol_type | 0.000 | 0.141 | 0.000 | 0.009 | 0.034 | 0.010 | 0.000 | 0.000 | 0.004 | 0.027 | 0.725 | 0.720 | 0.293 | 0.541 | 1.000 | 0.494 | 0.008 | 0.152 | 0.001 | 0.528 | 0.013 | 0.004 | 0.009 | 0.047 | 0.583 | 0.585 | 0.304 | 0.311 | 0.661 | 0.075 | 0.121 | 0.750 | 0.079 | 0.971 | 0.008 | 0.584 | 0.585 | 0.298 | 0.296 | 0.444 |
| flag | 0.001 | 0.080 | 0.041 | 0.021 | 0.009 | 0.117 | 0.000 | 0.000 | 0.007 | 0.008 | 0.318 | 0.214 | 0.070 | 0.306 | 0.494 | 1.000 | 0.014 | 0.019 | 0.000 | 0.230 | 0.004 | 0.000 | 0.000 | 0.021 | 0.996 | 0.999 | 0.974 | 0.996 | 0.954 | 0.157 | 0.073 | 0.800 | 0.348 | 0.643 | 0.018 | 0.997 | 0.999 | 0.957 | 0.949 | 0.258 |
| land | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.006 | 0.031 | 0.011 | 0.008 | 0.014 | 1.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.013 | 0.014 | 0.000 | 0.000 | 0.001 | 0.001 | 0.041 | 0.001 | 0.000 | 0.003 | 0.096 | 0.012 | 0.003 | 0.000 | 0.000 | 0.000 |
| wrong_fragment | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.130 | 0.258 | 0.056 | 0.162 | 0.152 | 0.019 | 0.000 | 1.000 | 0.000 | 0.021 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.023 | 0.012 | 0.012 | 0.012 | 0.003 | 0.006 | 0.069 | 0.015 | 0.053 | 0.000 | 0.023 | 0.023 | 0.012 | 0.012 | 0.018 |
| urgent | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.333 | 0.000 | 0.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.006 | 0.000 | 0.001 | 0.000 | 0.000 | 0.000 | 1.000 | 0.006 | 0.095 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.004 | 0.027 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 |
| logged_in | 0.000 | 0.011 | 0.000 | 0.020 | 0.091 | 0.003 | 0.008 | 0.008 | 0.015 | 0.073 | 0.802 | 0.481 | 0.680 | 0.371 | 0.528 | 0.230 | 0.002 | 0.021 | 0.006 | 1.000 | 0.025 | 0.012 | 0.024 | 0.089 | 0.192 | 0.193 | 0.099 | 0.101 | 0.218 | 0.003 | 0.179 | 0.075 | 0.024 | 0.476 | 0.007 | 0.192 | 0.193 | 0.098 | 0.097 | 0.805 |
| root_shell | 0.001 | 0.031 | 0.000 | 0.095 | 0.027 | 0.135 | 0.286 | 0.286 | 0.206 | 0.277 | 0.020 | 0.011 | 0.026 | 0.010 | 0.013 | 0.004 | 0.000 | 0.000 | 0.095 | 0.025 | 1.000 | 0.330 | 0.246 | 0.000 | 0.004 | 0.004 | 0.002 | 0.002 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.003 | 0.004 | 0.004 | 0.001 | 0.001 | 0.487 |
| su_attempted | 0.000 | 0.060 | 0.000 | 0.204 | 0.000 | 0.291 | 0.645 | 0.645 | 0.000 | 0.580 | 0.005 | 0.000 | 0.013 | 0.016 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.012 | 0.330 | 1.000 | 0.042 | 0.000 | 0.001 | 0.001 | 0.000 | 0.000 | 0.002 | 0.000 | 0.004 | 0.007 | 0.000 | 0.005 | 0.000 | 0.001 | 0.001 | 0.000 | 0.000 | 0.010 |
| num_shells | 0.003 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.434 | 0.029 | 0.013 | 0.007 | 0.025 | 0.039 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.246 | 0.042 | 1.000 | 0.000 | 0.004 | 0.004 | 0.001 | 0.001 | 0.004 | 0.000 | 0.000 | 0.014 | 0.000 | 0.011 | 0.000 | 0.004 | 0.004 | 0.001 | 0.001 | 0.122 |
| is_guest_login | 0.000 | 0.027 | 0.000 | 0.000 | 0.973 | 0.000 | 0.000 | 0.000 | 0.022 | 0.000 | 0.072 | 0.043 | 0.076 | 0.160 | 0.047 | 0.021 | 0.000 | 0.000 | 0.000 | 0.089 | 0.000 | 0.000 | 0.000 | 1.000 | 0.017 | 0.017 | 0.008 | 0.009 | 0.018 | 0.009 | 0.001 | 0.057 | 0.000 | 0.044 | 0.000 | 0.017 | 0.017 | 0.009 | 0.008 | 0.359 |
| serror_rate | 0.000 | 0.021 | 0.000 | 0.003 | 0.017 | 0.004 | 0.000 | 0.000 | 0.000 | 0.014 | 0.850 | 0.535 | 0.166 | 0.808 | 0.583 | 0.996 | 0.013 | 0.023 | 0.000 | 0.192 | 0.004 | 0.001 | 0.004 | 0.017 | 1.000 | 0.996 | 0.111 | 0.113 | 0.848 | 0.028 | 0.058 | 0.710 | 0.023 | 0.546 | 0.010 | 0.996 | 0.995 | 0.109 | 0.108 | 0.234 |
| srv_serror_rate | 0.000 | 0.022 | 0.000 | 0.003 | 0.017 | 0.004 | 0.000 | 0.000 | 0.000 | 0.014 | 0.851 | 0.537 | 0.167 | 0.811 | 0.585 | 0.999 | 0.014 | 0.023 | 0.000 | 0.193 | 0.004 | 0.001 | 0.004 | 0.017 | 0.996 | 1.000 | 0.111 | 0.114 | 0.851 | 0.015 | 0.059 | 0.713 | 0.009 | 0.548 | 0.010 | 0.997 | 0.999 | 0.109 | 0.108 | 0.233 |
| rerror_rate | 0.004 | 0.037 | 0.000 | 0.000 | 0.008 | 0.037 | 0.000 | 0.000 | 0.001 | 0.006 | 0.336 | 0.279 | 0.129 | 0.322 | 0.304 | 0.974 | 0.000 | 0.012 | 0.000 | 0.099 | 0.002 | 0.000 | 0.001 | 0.008 | 0.111 | 0.111 | 1.000 | 0.975 | 0.310 | 0.008 | 0.049 | 0.269 | 0.067 | 0.257 | 0.016 | 0.111 | 0.111 | 0.977 | 0.925 | 0.087 |
| srv_rerror_rate | 0.004 | 0.036 | 0.000 | 0.000 | 0.008 | 0.036 | 0.000 | 0.000 | 0.001 | 0.007 | 0.324 | 0.285 | 0.122 | 0.334 | 0.311 | 0.996 | 0.000 | 0.012 | 0.000 | 0.101 | 0.002 | 0.000 | 0.001 | 0.009 | 0.113 | 0.114 | 0.975 | 1.000 | 0.325 | 0.154 | 0.045 | 0.281 | 0.218 | 0.264 | 0.015 | 0.113 | 0.114 | 0.957 | 0.951 | 0.200 |
| same_srv_rate | 0.000 | 0.008 | 0.000 | 0.004 | 0.018 | 0.006 | 0.000 | 0.000 | 0.000 | 0.015 | 0.956 | 0.625 | 0.187 | 0.937 | 0.661 | 0.954 | 0.001 | 0.012 | 0.000 | 0.218 | 0.004 | 0.002 | 0.004 | 0.018 | 0.848 | 0.851 | 0.310 | 0.325 | 1.000 | 0.128 | 0.064 | 0.834 | 0.074 | 0.635 | 0.014 | 0.850 | 0.851 | 0.321 | 0.351 | 0.239 |
| diff_srv_rate | 0.000 | 0.003 | 0.000 | 0.002 | 0.015 | 0.020 | 0.000 | 0.000 | 0.000 | 0.000 | 0.066 | 0.080 | 0.021 | 0.104 | 0.075 | 0.157 | 0.001 | 0.003 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.009 | 0.028 | 0.015 | 0.008 | 0.154 | 0.128 | 1.000 | 0.021 | 0.107 | 0.642 | 0.072 | 0.000 | 0.028 | 0.015 | 0.013 | 0.162 | 0.489 |
| srv_diff_host_rate | 0.004 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.249 | 0.149 | 0.301 | 0.371 | 0.121 | 0.073 | 0.041 | 0.006 | 0.000 | 0.179 | 0.000 | 0.004 | 0.000 | 0.001 | 0.058 | 0.059 | 0.049 | 0.045 | 0.064 | 0.021 | 1.000 | 0.085 | 0.004 | 0.112 | 0.002 | 0.059 | 0.059 | 0.042 | 0.015 | 0.272 |
| dst_host_same_srv_rate | 0.002 | 0.073 | 0.000 | 0.010 | 0.055 | 0.006 | 0.004 | 0.004 | 0.006 | 0.036 | 0.861 | 0.743 | 0.132 | 0.923 | 0.750 | 0.800 | 0.001 | 0.069 | 0.004 | 0.075 | 0.000 | 0.007 | 0.014 | 0.057 | 0.710 | 0.713 | 0.269 | 0.281 | 0.834 | 0.107 | 0.085 | 1.000 | 0.099 | 0.739 | 0.003 | 0.712 | 0.713 | 0.270 | 0.306 | 0.104 |
| dst_host_diff_srv_rate | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.063 | 0.074 | 0.013 | 0.111 | 0.079 | 0.348 | 0.000 | 0.015 | 0.027 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.023 | 0.009 | 0.067 | 0.218 | 0.074 | 0.642 | 0.004 | 0.099 | 1.000 | 0.039 | 0.083 | 0.023 | 0.009 | 0.064 | 0.228 | 0.681 |
| dst_host_same_src_port_rate | 0.000 | 0.023 | 0.000 | 0.010 | 0.042 | 0.013 | 0.003 | 0.003 | 0.004 | 0.035 | 0.960 | 0.965 | 0.381 | 0.707 | 0.971 | 0.643 | 0.003 | 0.053 | 0.002 | 0.476 | 0.007 | 0.005 | 0.011 | 0.044 | 0.546 | 0.548 | 0.257 | 0.264 | 0.635 | 0.072 | 0.112 | 0.739 | 0.039 | 1.000 | 0.010 | 0.547 | 0.548 | 0.252 | 0.255 | 0.535 |
| dst_host_srv_diff_host_rate | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.053 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.031 | 0.107 | 0.057 | 0.008 | 0.018 | 0.096 | 0.000 | 0.000 | 0.007 | 0.003 | 0.000 | 0.000 | 0.000 | 0.010 | 0.010 | 0.016 | 0.015 | 0.014 | 0.000 | 0.002 | 0.003 | 0.083 | 0.010 | 1.000 | 0.010 | 0.011 | 0.003 | 0.016 | 0.265 |
| dst_host_serror_rate | 0.000 | 0.021 | 0.000 | 0.003 | 0.017 | 0.004 | 0.000 | 0.000 | 0.000 | 0.014 | 0.852 | 0.536 | 0.168 | 0.810 | 0.584 | 0.997 | 0.012 | 0.023 | 0.000 | 0.192 | 0.004 | 0.001 | 0.004 | 0.017 | 0.996 | 0.997 | 0.111 | 0.113 | 0.850 | 0.028 | 0.059 | 0.712 | 0.023 | 0.547 | 0.010 | 1.000 | 0.998 | 0.109 | 0.108 | 0.235 |
| dst_host_srv_serror_rate | 0.000 | 0.022 | 0.000 | 0.003 | 0.017 | 0.004 | 0.000 | 0.000 | 0.000 | 0.014 | 0.851 | 0.536 | 0.168 | 0.811 | 0.585 | 0.999 | 0.003 | 0.023 | 0.000 | 0.193 | 0.004 | 0.001 | 0.004 | 0.017 | 0.995 | 0.999 | 0.111 | 0.114 | 0.851 | 0.015 | 0.059 | 0.713 | 0.009 | 0.548 | 0.011 | 0.998 | 1.000 | 0.109 | 0.108 | 0.233 |
| dst_host_rerror_rate | 0.004 | 0.028 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.341 | 0.274 | 0.128 | 0.324 | 0.298 | 0.957 | 0.000 | 0.012 | 0.000 | 0.098 | 0.001 | 0.000 | 0.001 | 0.009 | 0.109 | 0.109 | 0.977 | 0.957 | 0.321 | 0.013 | 0.042 | 0.270 | 0.064 | 0.252 | 0.003 | 0.109 | 0.109 | 1.000 | 0.927 | 0.067 |
| dst_host_srv_rerror_rate | 0.004 | 0.036 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.340 | 0.272 | 0.062 | 0.358 | 0.296 | 0.949 | 0.000 | 0.012 | 0.000 | 0.097 | 0.001 | 0.000 | 0.001 | 0.008 | 0.108 | 0.108 | 0.925 | 0.951 | 0.351 | 0.162 | 0.015 | 0.306 | 0.228 | 0.255 | 0.016 | 0.108 | 0.108 | 0.927 | 1.000 | 0.214 |
| label | 0.000 | 0.066 | 0.015 | 0.057 | 0.242 | 0.102 | 0.002 | 0.002 | 0.123 | 0.030 | 0.479 | 0.295 | 0.361 | 0.234 | 0.444 | 0.258 | 0.000 | 0.018 | 0.060 | 0.805 | 0.487 | 0.010 | 0.122 | 0.359 | 0.234 | 0.233 | 0.087 | 0.200 | 0.239 | 0.489 | 0.272 | 0.104 | 0.681 | 0.535 | 0.265 | 0.235 | 0.233 | 0.067 | 0.214 | 1.000 |
Synthetic
| Unnamed: 0 | duration | src_bytes | dst_bytes | hot | num_failed_logins | num_compromised | num_root | num_file_creations | num_access_files | count | srv_count | dst_host_count | dst_host_srv_count | protocol_type | flag | land | wrong_fragment | urgent | logged_in | root_shell | su_attempted | num_shells | is_guest_login | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 1.000 | -0.001 | -0.001 | -0.001 | -0.002 | -0.000 | -0.001 | 0.000 | -0.000 | 0.001 | -0.000 | -0.001 | -0.001 | -0.002 | 0.004 | 0.000 | 0.002 | 0.003 | 0.000 | 0.004 | 0.000 | 0.000 | 0.004 | 0.000 | 0.001 | 0.001 | 0.000 | 0.000 | 0.002 | 0.004 | 0.001 | 0.000 | 0.005 | 0.004 | 0.001 | 0.001 | 0.002 | 0.000 | 0.003 | 0.002 |
| duration | -0.001 | 1.000 | 0.137 | 0.472 | 0.094 | 0.011 | 0.013 | 0.017 | 0.039 | 0.025 | -0.385 | -0.298 | -0.278 | -0.055 | 0.199 | 0.035 | 0.000 | 0.000 | 0.000 | 0.024 | 0.023 | 0.042 | 0.000 | 0.031 | 0.050 | 0.050 | 0.033 | 0.032 | 0.032 | 0.006 | 0.011 | 0.075 | 0.001 | 0.010 | 0.000 | 0.050 | 0.050 | 0.026 | 0.031 | 0.079 |
| src_bytes | -0.001 | 0.137 | 1.000 | 0.228 | 0.141 | -0.001 | 0.113 | 0.047 | 0.029 | 0.022 | 0.328 | 0.487 | 0.024 | 0.741 | 0.000 | 0.033 | 0.000 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.011 | 0.003 | 0.003 | 0.003 | 0.003 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.003 | 0.000 | 0.003 | 0.003 | 0.000 | 0.000 | 0.014 |
| dst_bytes | -0.001 | 0.472 | 0.228 | 1.000 | 0.189 | 0.021 | 0.139 | 0.015 | 0.028 | 0.066 | -0.633 | -0.375 | -0.561 | 0.148 | 0.009 | 0.013 | 0.058 | 0.000 | 0.000 | 0.026 | 0.000 | 0.049 | 0.000 | 0.006 | 0.011 | 0.011 | 0.003 | 0.002 | 0.012 | 0.000 | 0.000 | 0.009 | 0.004 | 0.009 | 0.020 | 0.010 | 0.011 | 0.004 | 0.003 | 0.059 |
| hot | -0.002 | 0.094 | 0.141 | 0.189 | 1.000 | 0.093 | 0.648 | 0.011 | 0.051 | 0.002 | -0.129 | -0.117 | -0.087 | 0.001 | 0.027 | 0.014 | 0.000 | 0.000 | 0.000 | 0.096 | 0.023 | 0.000 | 0.000 | 0.852 | 0.030 | 0.031 | 0.014 | 0.014 | 0.035 | 0.011 | 0.004 | 0.041 | 0.003 | 0.033 | 0.000 | 0.031 | 0.031 | 0.014 | 0.014 | 0.208 |
| num_failed_logins | -0.000 | 0.011 | -0.001 | 0.021 | 0.093 | 1.000 | 0.001 | 0.002 | 0.007 | -0.001 | -0.020 | -0.020 | -0.022 | -0.008 | 0.008 | 0.111 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.009 | 0.038 | 0.038 | 0.011 | 0.000 | 0.001 | 0.012 | 0.000 | 0.010 | 0.004 | 0.009 | 0.009 | 0.004 | 0.003 | 0.161 |
| num_compromised | -0.001 | 0.013 | 0.113 | 0.139 | 0.648 | 0.001 | 1.000 | 0.038 | 0.024 | 0.006 | -0.085 | -0.076 | -0.055 | 0.010 | 0.002 | 0.007 | 0.000 | 0.000 | 0.354 | 0.013 | 0.300 | 0.509 | 0.000 | 0.022 | 0.002 | 0.002 | 0.000 | 0.000 | 0.004 | 0.000 | 0.000 | 0.006 | 0.000 | 0.003 | 0.000 | 0.002 | 0.002 | 0.000 | 0.000 | 0.004 |
| num_root | 0.000 | 0.017 | 0.047 | 0.015 | 0.011 | 0.002 | 0.038 | 1.000 | 0.025 | 0.007 | -0.073 | -0.068 | -0.069 | -0.016 | 0.000 | 0.000 | 0.000 | 0.000 | 0.408 | 0.011 | 0.245 | 0.577 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.004 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 |
| num_file_creations | -0.000 | 0.039 | 0.029 | 0.028 | 0.051 | 0.007 | 0.024 | 0.025 | 1.000 | 0.017 | -0.029 | -0.027 | -0.027 | -0.008 | 0.003 | 0.030 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 | 0.000 | 0.049 | 0.003 | 0.003 | 0.000 | 0.000 | 0.005 | 0.000 | 0.000 | 0.006 | 0.000 | 0.005 | 0.000 | 0.003 | 0.003 | 0.000 | 0.000 | 0.040 |
| num_access_files | 0.001 | 0.025 | 0.022 | 0.066 | 0.002 | -0.001 | 0.006 | 0.007 | 0.017 | 1.000 | -0.050 | -0.039 | -0.028 | 0.001 | 0.021 | 0.014 | 0.000 | 0.000 | 0.500 | 0.077 | 0.160 | 0.520 | 0.000 | 0.022 | 0.024 | 0.024 | 0.012 | 0.011 | 0.029 | 0.000 | 0.031 | 0.023 | 0.000 | 0.028 | 0.000 | 0.024 | 0.024 | 0.011 | 0.011 | 0.032 |
| count | -0.000 | -0.385 | 0.328 | -0.633 | -0.129 | -0.020 | -0.085 | -0.073 | -0.029 | -0.050 | 1.000 | 0.804 | 0.625 | 0.418 | 0.720 | 0.329 | 0.009 | 0.093 | 0.000 | 0.784 | 0.014 | 0.003 | 0.015 | 0.073 | 0.811 | 0.812 | 0.299 | 0.292 | 0.952 | 0.080 | 0.272 | 0.844 | 0.086 | 0.947 | 0.051 | 0.814 | 0.813 | 0.306 | 0.313 | 0.473 |
| srv_count | -0.001 | -0.298 | 0.487 | -0.375 | -0.117 | -0.020 | -0.076 | -0.068 | -0.027 | -0.039 | 0.804 | 1.000 | 0.451 | 0.641 | 0.728 | 0.219 | 0.005 | 0.248 | 0.000 | 0.354 | 0.005 | 0.000 | 0.007 | 0.033 | 0.487 | 0.489 | 0.240 | 0.244 | 0.591 | 0.055 | 0.123 | 0.715 | 0.049 | 0.952 | 0.023 | 0.488 | 0.489 | 0.236 | 0.234 | 0.223 |
| dst_host_count | -0.001 | -0.278 | 0.024 | -0.561 | -0.087 | -0.022 | -0.055 | -0.069 | -0.027 | -0.028 | 0.625 | 0.451 | 1.000 | 0.121 | 0.252 | 0.150 | 0.029 | 0.069 | 0.008 | 0.754 | 0.019 | 0.012 | 0.022 | 0.068 | 0.318 | 0.320 | 0.124 | 0.122 | 0.373 | 0.026 | 0.309 | 0.198 | 0.013 | 0.315 | 0.119 | 0.321 | 0.321 | 0.128 | 0.100 | 0.407 |
| dst_host_srv_count | -0.002 | -0.055 | 0.741 | 0.148 | 0.001 | -0.008 | 0.010 | -0.016 | -0.008 | 0.001 | 0.418 | 0.641 | 0.121 | 1.000 | 0.546 | 0.312 | 0.007 | 0.135 | 0.000 | 0.495 | 0.010 | 0.011 | 0.042 | 0.131 | 0.780 | 0.783 | 0.295 | 0.303 | 0.938 | 0.073 | 0.383 | 0.908 | 0.077 | 0.720 | 0.052 | 0.783 | 0.784 | 0.300 | 0.327 | 0.303 |
| protocol_type | 0.004 | 0.199 | 0.000 | 0.009 | 0.027 | 0.008 | 0.002 | 0.000 | 0.003 | 0.021 | 0.720 | 0.728 | 0.252 | 0.546 | 1.000 | 0.512 | 0.005 | 0.161 | 0.000 | 0.394 | 0.007 | 0.002 | 0.008 | 0.037 | 0.545 | 0.547 | 0.268 | 0.272 | 0.638 | 0.050 | 0.089 | 0.718 | 0.052 | 0.961 | 0.021 | 0.546 | 0.547 | 0.264 | 0.261 | 0.365 |
| flag | 0.000 | 0.035 | 0.033 | 0.013 | 0.014 | 0.111 | 0.007 | 0.000 | 0.030 | 0.014 | 0.329 | 0.219 | 0.150 | 0.312 | 0.512 | 1.000 | 0.020 | 0.036 | 0.002 | 0.494 | 0.012 | 0.010 | 0.007 | 0.036 | 0.986 | 0.990 | 0.965 | 0.978 | 0.948 | 0.109 | 0.115 | 0.777 | 0.184 | 0.654 | 0.027 | 0.989 | 0.990 | 0.954 | 0.940 | 0.260 |
| land | 0.002 | 0.000 | 0.000 | 0.058 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.009 | 0.005 | 0.029 | 0.007 | 0.005 | 0.020 | 1.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.008 | 0.007 | 0.000 | 0.000 | 0.002 | 0.000 | 0.028 | 0.005 | 0.000 | 0.005 | 0.111 | 0.007 | 0.000 | 0.000 | 0.000 | 0.001 |
| wrong_fragment | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.093 | 0.248 | 0.069 | 0.135 | 0.161 | 0.036 | 0.000 | 1.000 | 0.000 | 0.028 | 0.000 | 0.000 | 0.000 | 0.001 | 0.040 | 0.041 | 0.020 | 0.020 | 0.030 | 0.003 | 0.009 | 0.053 | 0.014 | 0.042 | 0.009 | 0.041 | 0.041 | 0.019 | 0.019 | 0.020 |
| urgent | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.354 | 0.408 | 0.000 | 0.500 | 0.000 | 0.000 | 0.008 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.354 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 |
| logged_in | 0.004 | 0.024 | 0.005 | 0.026 | 0.096 | 0.006 | 0.013 | 0.011 | 0.016 | 0.077 | 0.784 | 0.354 | 0.754 | 0.495 | 0.394 | 0.494 | 0.003 | 0.028 | 0.000 | 1.000 | 0.018 | 0.009 | 0.027 | 0.093 | 0.313 | 0.314 | 0.152 | 0.154 | 0.373 | 0.004 | 0.210 | 0.199 | 0.029 | 0.346 | 0.012 | 0.314 | 0.314 | 0.150 | 0.149 | 0.784 |
| root_shell | 0.000 | 0.023 | 0.000 | 0.000 | 0.023 | 0.000 | 0.300 | 0.245 | 0.000 | 0.160 | 0.014 | 0.005 | 0.019 | 0.010 | 0.007 | 0.012 | 0.000 | 0.000 | 0.000 | 0.018 | 1.000 | 0.153 | 0.227 | 0.000 | 0.005 | 0.005 | 0.002 | 0.002 | 0.006 | 0.000 | 0.000 | 0.003 | 0.000 | 0.002 | 0.003 | 0.005 | 0.005 | 0.002 | 0.002 | 0.354 |
| su_attempted | 0.000 | 0.042 | 0.000 | 0.049 | 0.000 | 0.000 | 0.509 | 0.577 | 0.000 | 0.520 | 0.003 | 0.000 | 0.012 | 0.011 | 0.002 | 0.010 | 0.000 | 0.000 | 0.354 | 0.009 | 0.153 | 1.000 | 0.000 | 0.016 | 0.002 | 0.002 | 0.000 | 0.000 | 0.003 | 0.000 | 0.006 | 0.004 | 0.000 | 0.003 | 0.000 | 0.002 | 0.002 | 0.000 | 0.000 | 0.005 |
| num_shells | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.015 | 0.007 | 0.022 | 0.042 | 0.008 | 0.007 | 0.000 | 0.000 | 0.000 | 0.027 | 0.227 | 0.000 | 1.000 | 0.002 | 0.009 | 0.009 | 0.004 | 0.004 | 0.009 | 0.000 | 0.000 | 0.014 | 0.000 | 0.010 | 0.000 | 0.009 | 0.009 | 0.004 | 0.004 | 0.080 |
| is_guest_login | 0.000 | 0.031 | 0.011 | 0.006 | 0.852 | 0.000 | 0.022 | 0.031 | 0.049 | 0.022 | 0.073 | 0.033 | 0.068 | 0.131 | 0.037 | 0.036 | 0.000 | 0.001 | 0.000 | 0.093 | 0.000 | 0.016 | 0.002 | 1.000 | 0.029 | 0.029 | 0.014 | 0.014 | 0.034 | 0.005 | 0.004 | 0.044 | 0.000 | 0.034 | 0.000 | 0.029 | 0.029 | 0.014 | 0.014 | 0.306 |
| serror_rate | 0.001 | 0.050 | 0.003 | 0.011 | 0.030 | 0.009 | 0.002 | 0.000 | 0.003 | 0.024 | 0.811 | 0.487 | 0.318 | 0.780 | 0.545 | 0.986 | 0.008 | 0.040 | 0.000 | 0.313 | 0.005 | 0.002 | 0.009 | 0.029 | 1.000 | 0.991 | 0.204 | 0.207 | 0.816 | 0.044 | 0.107 | 0.668 | 0.038 | 0.500 | 0.019 | 0.991 | 0.991 | 0.201 | 0.198 | 0.390 |
| srv_serror_rate | 0.001 | 0.050 | 0.003 | 0.011 | 0.031 | 0.009 | 0.002 | 0.000 | 0.003 | 0.024 | 0.812 | 0.489 | 0.320 | 0.783 | 0.547 | 0.990 | 0.007 | 0.041 | 0.000 | 0.314 | 0.005 | 0.002 | 0.009 | 0.029 | 0.991 | 1.000 | 0.205 | 0.208 | 0.820 | 0.032 | 0.108 | 0.671 | 0.025 | 0.502 | 0.019 | 0.993 | 0.994 | 0.202 | 0.199 | 0.389 |
| rerror_rate | 0.000 | 0.033 | 0.003 | 0.003 | 0.014 | 0.038 | 0.000 | 0.000 | 0.000 | 0.012 | 0.299 | 0.240 | 0.124 | 0.295 | 0.268 | 0.965 | 0.000 | 0.020 | 0.000 | 0.152 | 0.002 | 0.000 | 0.004 | 0.014 | 0.204 | 0.205 | 1.000 | 0.969 | 0.283 | 0.005 | 0.016 | 0.229 | 0.056 | 0.220 | 0.012 | 0.205 | 0.205 | 0.965 | 0.929 | 0.089 |
| srv_rerror_rate | 0.000 | 0.032 | 0.003 | 0.002 | 0.014 | 0.038 | 0.000 | 0.000 | 0.000 | 0.011 | 0.292 | 0.244 | 0.122 | 0.303 | 0.272 | 0.978 | 0.000 | 0.020 | 0.000 | 0.154 | 0.002 | 0.000 | 0.004 | 0.014 | 0.207 | 0.208 | 0.969 | 1.000 | 0.291 | 0.107 | 0.013 | 0.236 | 0.164 | 0.223 | 0.012 | 0.208 | 0.208 | 0.954 | 0.945 | 0.154 |
| same_srv_rate | 0.002 | 0.032 | 0.000 | 0.012 | 0.035 | 0.011 | 0.004 | 0.003 | 0.005 | 0.029 | 0.952 | 0.591 | 0.373 | 0.938 | 0.638 | 0.948 | 0.002 | 0.030 | 0.000 | 0.373 | 0.006 | 0.003 | 0.009 | 0.034 | 0.816 | 0.820 | 0.283 | 0.291 | 1.000 | 0.078 | 0.126 | 0.814 | 0.044 | 0.603 | 0.024 | 0.819 | 0.820 | 0.294 | 0.320 | 0.429 |
| diff_srv_rate | 0.004 | 0.006 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.080 | 0.055 | 0.026 | 0.073 | 0.050 | 0.109 | 0.000 | 0.003 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.005 | 0.044 | 0.032 | 0.005 | 0.107 | 0.078 | 1.000 | 0.020 | 0.075 | 0.560 | 0.045 | 0.000 | 0.044 | 0.032 | 0.006 | 0.111 | 0.411 |
| srv_diff_host_rate | 0.001 | 0.011 | 0.000 | 0.000 | 0.004 | 0.001 | 0.000 | 0.000 | 0.000 | 0.031 | 0.272 | 0.123 | 0.309 | 0.383 | 0.089 | 0.115 | 0.028 | 0.009 | 0.000 | 0.210 | 0.000 | 0.006 | 0.000 | 0.004 | 0.107 | 0.108 | 0.016 | 0.013 | 0.126 | 0.020 | 1.000 | 0.054 | 0.006 | 0.080 | 0.011 | 0.108 | 0.108 | 0.010 | 0.012 | 0.294 |
| dst_host_same_srv_rate | 0.000 | 0.075 | 0.006 | 0.009 | 0.041 | 0.012 | 0.006 | 0.004 | 0.006 | 0.023 | 0.844 | 0.715 | 0.198 | 0.908 | 0.718 | 0.777 | 0.005 | 0.053 | 0.000 | 0.199 | 0.003 | 0.004 | 0.014 | 0.044 | 0.668 | 0.671 | 0.229 | 0.236 | 0.814 | 0.075 | 0.054 | 1.000 | 0.066 | 0.712 | 0.016 | 0.670 | 0.672 | 0.234 | 0.266 | 0.106 |
| dst_host_diff_srv_rate | 0.005 | 0.001 | 0.000 | 0.004 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 | 0.049 | 0.013 | 0.077 | 0.052 | 0.184 | 0.000 | 0.014 | 0.000 | 0.029 | 0.000 | 0.000 | 0.000 | 0.000 | 0.038 | 0.025 | 0.056 | 0.164 | 0.044 | 0.560 | 0.006 | 0.066 | 1.000 | 0.016 | 0.087 | 0.038 | 0.025 | 0.046 | 0.170 | 0.577 |
| dst_host_same_src_port_rate | 0.004 | 0.010 | 0.003 | 0.009 | 0.033 | 0.010 | 0.003 | 0.002 | 0.005 | 0.028 | 0.947 | 0.952 | 0.315 | 0.720 | 0.961 | 0.654 | 0.005 | 0.042 | 0.000 | 0.346 | 0.002 | 0.003 | 0.010 | 0.034 | 0.500 | 0.502 | 0.220 | 0.223 | 0.603 | 0.045 | 0.080 | 0.712 | 0.016 | 1.000 | 0.024 | 0.501 | 0.502 | 0.217 | 0.219 | 0.379 |
| dst_host_srv_diff_host_rate | 0.001 | 0.000 | 0.000 | 0.020 | 0.000 | 0.004 | 0.000 | 0.000 | 0.000 | 0.000 | 0.051 | 0.023 | 0.119 | 0.052 | 0.021 | 0.027 | 0.111 | 0.009 | 0.000 | 0.012 | 0.003 | 0.000 | 0.000 | 0.000 | 0.019 | 0.019 | 0.012 | 0.012 | 0.024 | 0.000 | 0.011 | 0.016 | 0.087 | 0.024 | 1.000 | 0.019 | 0.020 | 0.007 | 0.012 | 0.254 |
| dst_host_serror_rate | 0.001 | 0.050 | 0.003 | 0.010 | 0.031 | 0.009 | 0.002 | 0.000 | 0.003 | 0.024 | 0.814 | 0.488 | 0.321 | 0.783 | 0.546 | 0.989 | 0.007 | 0.041 | 0.000 | 0.314 | 0.005 | 0.002 | 0.009 | 0.029 | 0.991 | 0.993 | 0.205 | 0.208 | 0.819 | 0.044 | 0.108 | 0.670 | 0.038 | 0.501 | 0.019 | 1.000 | 0.994 | 0.201 | 0.199 | 0.391 |
| dst_host_srv_serror_rate | 0.002 | 0.050 | 0.003 | 0.011 | 0.031 | 0.009 | 0.002 | 0.000 | 0.003 | 0.024 | 0.813 | 0.489 | 0.321 | 0.784 | 0.547 | 0.990 | 0.000 | 0.041 | 0.000 | 0.314 | 0.005 | 0.002 | 0.009 | 0.029 | 0.991 | 0.994 | 0.205 | 0.208 | 0.820 | 0.032 | 0.108 | 0.672 | 0.025 | 0.502 | 0.020 | 0.994 | 1.000 | 0.201 | 0.199 | 0.390 |
| dst_host_rerror_rate | 0.000 | 0.026 | 0.000 | 0.004 | 0.014 | 0.004 | 0.000 | 0.000 | 0.000 | 0.011 | 0.306 | 0.236 | 0.128 | 0.300 | 0.264 | 0.954 | 0.000 | 0.019 | 0.000 | 0.150 | 0.002 | 0.000 | 0.004 | 0.014 | 0.201 | 0.202 | 0.965 | 0.954 | 0.294 | 0.006 | 0.010 | 0.234 | 0.046 | 0.217 | 0.007 | 0.201 | 0.201 | 1.000 | 0.929 | 0.088 |
| dst_host_srv_rerror_rate | 0.003 | 0.031 | 0.000 | 0.003 | 0.014 | 0.003 | 0.000 | 0.000 | 0.000 | 0.011 | 0.313 | 0.234 | 0.100 | 0.327 | 0.261 | 0.940 | 0.000 | 0.019 | 0.000 | 0.149 | 0.002 | 0.000 | 0.004 | 0.014 | 0.198 | 0.199 | 0.929 | 0.945 | 0.320 | 0.111 | 0.012 | 0.266 | 0.170 | 0.219 | 0.012 | 0.199 | 0.199 | 0.929 | 1.000 | 0.181 |
| label | 0.002 | 0.079 | 0.014 | 0.059 | 0.208 | 0.161 | 0.004 | 0.003 | 0.040 | 0.032 | 0.473 | 0.223 | 0.407 | 0.303 | 0.365 | 0.260 | 0.001 | 0.020 | 0.002 | 0.784 | 0.354 | 0.005 | 0.080 | 0.306 | 0.390 | 0.389 | 0.089 | 0.154 | 0.429 | 0.411 | 0.294 | 0.106 | 0.577 | 0.379 | 0.254 | 0.391 | 0.390 | 0.088 | 0.181 | 1.000 |
Real
Synthetic
Real
Synthetic
Real
| Unnamed: 0 | duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1 | tcp | smtp | SF | 1022 | 389 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 83 | 175 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
| 1 | 1 | 0 | tcp | http | SF | 376 | 285 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
| 2 | 2 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 3 | 3 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 4 | 4 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 252 | 1 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 1 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 5 | 5 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 6 | 6 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 245 | 12 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 9 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 7 | 7 | 0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 235 | 18 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 255 | 18 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | dos |
| 8 | 8 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 9 | 9 | 0 | tcp | http | SF | 304 | 1854 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 11 | 12 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 68 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
Synthetic
| Unnamed: 0 | duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 0 | tcp | name | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 102 | 8 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 15 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 1 | 1 | 13 | udp | private | SF | 105 | 146 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 254 | 216 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
| 2 | 2 | 0 | icmp | ecr_i | SF | 1143 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 494 | 492 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 252 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 3 | 3 | 0 | icmp | ecr_i | SF | 948 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 500 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 254 | 251 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 4 | 4 | 0 | icmp | ecr_i | SF | 794 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 510 | 496 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 253 | 254 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 5 | 5 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 509 | 510 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 6 | 6 | 0 | tcp | remote_job | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 146 | 18 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 3 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 7 | 7 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 8 | 8 | 0 | icmp | ecr_i | SF | 970 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 498 | 498 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 9 | 9 | 0 | icmp | ecr_i | SF | 551 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 484 | 504 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 254 | 254 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
Real
| Unnamed: 0 | duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 494011 | 494011 | 0 | tcp | efs | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 143 | 14 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 14 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 494012 | 494012 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 494013 | 494013 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 205 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 13 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 494014 | 494014 | 0 | tcp | printer | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 127 | 10 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 12 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 494015 | 494015 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 510 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 494016 | 494016 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 494017 | 494017 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 265 | 10 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 10 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 494018 | 494018 | 0 | icmp | ecr_i | SF | 520 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 494019 | 494019 | 0 | icmp | ecr_i | SF | 1032 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 511 | 511 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 494020 | 494020 | 0 | tcp | private | REJ | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 255 | 7 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 255 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | dos |
Synthetic
| Unnamed: 0 | duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 494011 | 494011 | 0 | icmp | ecr_i | SF | 1128 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 476 | 495 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 494012 | 494012 | 0 | tcp | shell | OTH | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 181 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 255 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | dos |
| 494013 | 494013 | 0 | tcp | http | SF | 220 | 1836 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 10 | 14 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 173 | 253 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
| 494014 | 494014 | 0 | icmp | ecr_i | SF | 1235 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 507 | 491 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 255 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 494015 | 494015 | 0 | tcp | private | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 54 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 10 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 494016 | 494016 | 0 | icmp | ecr_i | SF | 703 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 495 | 492 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 254 | 255 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | dos |
| 494017 | 494017 | 3 | tcp | ftp | S3 | 196 | 192 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 54 | 69 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 191 | 215 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
| 494018 | 494018 | 0 | tcp | nnsp | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 293 | 19 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 25 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
| 494019 | 494019 | 0 | tcp | http | SF | 225 | 13461 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 5 | 3 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 45 | 60 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | normal |
| 494020 | 494020 | 0 | tcp | nnsp | S0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 229 | 11 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 255 | 14 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | dos |
Real
| Unnamed: 0 | duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||||||||||||||||||||||||||||||||||||
Synthetic
| Unnamed: 0 | duration | protocol_type | service | flag | src_bytes | dst_bytes | land | wrong_fragment | urgent | hot | num_failed_logins | logged_in | num_compromised | root_shell | su_attempted | num_root | num_file_creations | num_shells | num_access_files | is_host_login | is_guest_login | count | srv_count | serror_rate | srv_serror_rate | rerror_rate | srv_rerror_rate | same_srv_rate | diff_srv_rate | srv_diff_host_rate | dst_host_count | dst_host_srv_count | dst_host_same_srv_rate | dst_host_diff_srv_rate | dst_host_same_src_port_rate | dst_host_srv_diff_host_rate | dst_host_serror_rate | dst_host_srv_serror_rate | dst_host_rerror_rate | dst_host_srv_rerror_rate | label | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dataset does not contain duplicate rows. | |||||||||||||||||||||||||||||||||||||||||||